Daily EMA21 — Step LineIndicator: Daily EMA-21 Step Line
A lightweight tool that brings the Daily EMA-21 onto any timeframe chart as a clean, flat “step” line. It helps you see where price is in relation to a key higher-timeframe moving average, without cluttering your chart.
What It Does
Daily EMA Overlay: Fetches the Daily EMA-21 value and plots it on your chart, no matter what timeframe you’re viewing.
Step-Style Line: Drawn as a horizontal “step” line that only updates once per daily bar, keeping levels crisp and stable.
Repaint Control: Option to use the prior day’s EMA (stable, no intraday repaint) or today’s live-updating EMA.
Alerts: Optional alerts when price crosses above or below the Daily EMA-21.
How It Works
Daily Data Pull: Uses request.security to pull the Daily EMA-21 into any chart.
Flat Within Day: The value stays constant intraday and only “steps” at the next daily open.
Toggle Live/Prior: Choose between a repaint-free prior day close or an intraday-updating live EMA.
Configuration Settings
EMA Length: Default 21 (can be adjusted).
Live vs Prior: Toggle between today’s live EMA or yesterday’s confirmed EMA.
Line Color & Width: Fully customizable.
Alerts: Cross-up and cross-down alerts can be enabled via TradingView’s alert system.
Notes
Built in Pine v5 for reliability and compatibility.
Minimal by design — no tables, no clutter, just a higher-timeframe reference line.
Ideal for swing traders who want the Daily EMA-21 visible on intraday charts (e.g., 65m or 195m).
Not trade advice: this is a context tool to support your own strategy and risk management.
指数移動平均 (EMA)
🐬TSI_ShadowAdded the following features to the original TSI Shadow indicator by Daveatt
- Candle color on/off
=> Displays the current trend status by coloring the chart candles.
- Background color on/off
=> Displays the current trend status by coloring the chart background.
- Conservative signal processing based on the zero line on/off
=> When calculating the trend with the TSI, a bullish trend is only confirmed above the zero line, and a bearish trend is only confirmed below the zero line.
- Conservative signal processing based on full signal alignment on/off
=> This enhances the original trend calculation (bullish when TSI and Fast MA are above Slow MA). With this option, the trend is determined by the specific alignment of all three lines: TSI, Fast MA, and Slow MA.
기존 Daveatt 유저가 개발한 TSI Shadow 에서 아래 기능을 추가 하였습니다.
- 캔들 색상 on/off
=> 캔들에 추세의 상태를 색상으로 나타냅니다.
- 배경 색상 on/off
=> 배경에 추세의 상태를 색상으로 나타냅니다.
- 0선 기준으로 신호 발생 보수적 처리 on/off
=> TSI로 추세를 계산할 때 0선 위에서는 매수추세, 0선 아래서는 매도추세를 계산합니다.
- 전체 배열 신호 발생 보수적 처리 on/off
=> TSI선과, FastMA 선이 SlowMA 위에 있을때 상승추세, 반대면 하락추세를 나타내 주던 계산식에서 TSI-FastMA-SlowMA 세가지 선의 배열 상태로 추세를 나타냅니다.
HTF EMA Step Lines (21/50/200)HTF EMA Step Lines (21/50/200)
Clean higher-timeframe MA levels on any chart. Flat, repaint-safe step lines for D/W/M — with optional labels, table, background cues, and alerts.
What it does
HTF Overlay : Shows 21 / 50 / 200 MAs from a higher timeframe (default Daily) on any chart.
Step Line Style : Lines are flat within the HTF bar and only update when a new HTF bar begins.
Repaint Control :
• Prior (default): previous confirmed HTF bar → no intraday repaint.
• Live : current HTF bar → updates intraday.
Extras : optional value labels, compact live values table, background cues, and %-distance label.
Alerts : Cross-up/down events for each selected HTF line.
How it works
Pulls HTF series with request.security .
Prior mode : shifts values by for stability.
Detects new HTF bars using time .
Plots with plot.style_stepline so levels remain flat until the next HTF open.
Inputs
Higher Timeframe : D / W / M (or any valid TF).
MA Type : EMA, SMA, or WMA.
Show 21 / 50 / 200 : toggle each line.
Live vs Prior : choose Live (updates) or Prior (no repaint).
Labels : show value label at each new HTF bar.
Live Values Table : compact 2-column panel in top-right.
BG Alignment : optional background tint when price > 21 > 50 > 200 (bull) or price < 200 (bear).
% Distance : live label showing distance from HTF-21 in %.
Styling : color & width per line.
Tips
For intraday execution (e.g. 65-min), use Prior mode to avoid drift.
Set HTF = W or M to get weekly/monthly lines without leaving your chart.
A soft warning appears if chart TF ≥ HTF (lines still valid but less contextual).
Alerts
Cross up/down alerts for 21/50/200 (compatible with Any alert() function call ).
Add alerts from the chart: Add Alert → Condition → This script .
Notes
Built in Pine v5 — minimal, readable, fast.
Levels are context tools, not signals.
Colours are tuned for dark charts; adjust for WCAG contrast.
Moving Averages - High_Low & Close/this is an open source code and strictly for educational purpose
//Love Sharma, CMT, CFTe
// the concept is to identify when the moving average is rising and that too of highs and lows
//since there are various ways to generate signal from moving average but thehigh or low of MA has much weight of evidence we are using the slope
//THE IDEA IS SIMPLE TO REMAIN RIGHT SIDE OF THE TREND
EMA HI/LO Cloud Shift📌 EMA High/Low Buy-Sell Labels Indicator
This indicator generates simple Buy and Sell signals based on price interaction with two dynamic levels:
EMA High → Exponential Moving Average calculated from candle highs.
EMA Low → Exponential Moving Average calculated from candle lows.
🔑 How it Works
A Buy signal prints when the closing price crosses above the EMA High.
A Sell signal prints when the closing price crosses below the EMA Low.
Signals are marked directly on the chart with customizable labels — you can change the shape, size, and colors of the Buy and Sell labels to match your trading style.
The indicator does not plot the EMAs, keeping the chart clean and focused only on the entry/exit labels.
⚡ Use Case
Helps traders quickly identify potential trend breakouts (price strength above EMA High) or trend breakdowns (price weakness below EMA Low).
Works on any timeframe and any market (stocks, forex, crypto, futures, etc.).
Can be used standalone or combined with other indicators for confirmation.
🎯 Best For
Traders who want minimalist chart signals without clutter.
Trend-following strategies where confirmation of momentum is key.
Entry/Exit marking without needing to constantly watch EMA bands.
EMA HI/LO Cloud📌 EMA High/Low Buy-Sell Labels Indicator
This indicator generates simple Buy and Sell signals based on price interaction with two dynamic levels:
EMA High → Exponential Moving Average calculated from candle highs.
EMA Low → Exponential Moving Average calculated from candle lows.
🔑 How it Works
A Buy signal prints when the closing price crosses above the EMA High.
A Sell signal prints when the closing price crosses below the EMA Low.
Signals are marked directly on the chart with customizable labels — you can change the shape, size, and colors of the Buy and Sell labels to match your trading style.
The indicator does not plot the EMAs, keeping the chart clean and focused only on the entry/exit labels.
⚡ Use Case
Helps traders quickly identify potential trend breakouts (price strength above EMA High) or trend breakdowns (price weakness below EMA Low).
Works on any timeframe and any market (stocks, forex, crypto, futures, etc.).
Can be used standalone or combined with other indicators for confirmation.
🎯 Best For
Traders who want minimalist chart signals without clutter.
Trend-following strategies where confirmation of momentum is key.
Entry/Exit marking without needing to constantly watch EMA bands.
Moving Average Ribbon AZlyThe Moving Average Ribbon AZly is a customizable indicator that plots six moving averages and highlights their interactions with colored fills. It gives traders a layered view of trend strength, direction, and momentum across multiple timeframes, making it easier to spot trend continuations or reversals.
Moving Average Function
The script includes a helper function ma() that allows each moving average to be calculated using different methods:
SMA (Simple Moving Average)
EMA (Exponential Moving Average)
SMMA/RMA (Smoothed Moving Average)
WMA (Weighted Moving Average)
VWMA (Volume-Weighted Moving Average)
HMA (Hull Moving Average – approximated using SMA in this script)
Default Setup
MA #1: EMA 10 (blue)
MA #2: EMA 20 (orange)
MA #3: EMA 75 (yellow)
MA #4: EMA 150 (transparent red)
MA #5: EMA 200 (black)
MA #6: EMA 250 (transparent red)
This default configuration covers short-, medium-, and long-term averages, giving a full market structure overview.
34 EMA Cross Alert (Once per sequence)This script is used when 5-12 EMA is above 34-50 EMA and if price corrects to 34-50 cloud and bounces i.e. price crosses below 34 EMA and then cross above 34 EMA, it will trigger alert.
EMA 50/200/100 [NevoxCore]⯁ OVERVIEW
EMA 50/200/100 is a clean EMA trio for trend mapping.
It highlights the classic 50/200 bias, keeps a constant EMA-100 anchor in white, plots cross dots, and can mark the first pullback back to a target EMA within an ATR tolerance.
Solid bias bar coloring (Nevox pink/orange or classic green/red) and compact visuals make it fast and reliable with no repainting.
⯁ HOW IT WORKS
Calculates Fast EMA 50, Slow EMA 200, and an always-on EMA 100 (white).
Bias = Fast vs. Slow: Fast > Slow → long regime; Fast < Slow → short regime.
Cross dots appear at confirmed 50/200 crosses (once per bar close).
First Pullback: after a cross, the script arms a window and marks the first return to the chosen EMA (100 or Fast) within ATR × tolerance.
Bar coloring is solid by regime (pink/orange by default, classic green/red when enabled).
No lookahead; signals confirm on bar close.
⯁ KEY FEATURES
• EMA 50/200 with EMA-100 anchor (always visible, white)
• Cross Up/Down dots (style-configurable)
• First Pullback marker (toggle) with ATR tolerance & window
• Solid bias bar coloring (Nevox or classic)
• Optional bias fill between Fast/Slow
• Minimal 1-cell HUD (OFF by default)
• Ready-made alerts with clean prefixes
⯁ SETTINGS (quick)
Visual: Classic colors toggle; Bias Fill (ON); Fill Transparency (85); Bar Color (solid, ON; auto-disabled when Classic is ON).
Core: Source = Close; EMA Fast = 50; EMA Slow = 200.
Pullback: Show marker (ON); Target EMA = EMA 100; Tolerance × ATR = 0.5; Max Bars After Cross = 40; ATR Length = 14.
HUD: Mini HUD OFF; Position selector.
Status Line: OFF by default (optional EMA values).
⯁ ALERTS (built-in)
• Cross Up (Fast above Slow) — confirmed at bar close
• Cross Down (Fast below Slow) — confirmed at bar close
• First Pullback LONG — first return to target after long cross
• First Pullback SHORT — first return to target after short cross
Prefix: EMA and message includes {{ticker}} {{interval}} @ {{close}}.
Suggested: set TradingView alerts to Once Per Bar Close.
⯁ HOW TO USE
• Read trend quickly: 50 above 200 with a rising 100 = healthy long bias.
• Use the First Pullback to time entries after a cross (default target = EMA 100).
• Tune Tolerance × ATR by symbol/TF; 0.3–0.7 is a good start.
• Keep charts clean: bias fill + barcolor ON; switch to Classic for green/red if preferred.
⯁ WHY IT’S DIFFERENT
It preserves the classic 50/200 logic but adds a consistent EMA-100 anchor, a single, one-shot pullback detector, and clean bias bars — all in a lightweight overlay with no repaint tricks.
⯁ DISCLAIMER
Backtest and paper-trade before using live. Not financial advice. Performance depends on market, timeframe, and parameters.
Memecoin EMAs 28/36/50Description:
This script plots three exponential moving averages (EMAs) — 28, 36, and 50 periods — a trio I’ve relied on in my own trading, particularly in the fast-paced and unpredictable memecoin space.
The 28 and 36 EMAs react quickly to price changes, making them useful for spotting early momentum shifts and short-term trend reversals. The 50 EMA sits as a steadier mid-term guide, filtering out some of the noise while still keeping pace with the market’s energy.
Together, they create a layered view of short-to-mid-term price structure — helping you time entries on pullbacks, confirm breakouts, and maintain a sense of direction even when the chart looks like pure chaos.
Usage:
Apply to your chart to track short- and mid-term trends. Look for EMA crosses or price rejections at these levels to spot potential entries, exits, or shifts in momentum.
EMA HI/LO Cloud Shift + Extra EMA📌 EMA High/Low Buy-Sell Labels Indicator
This indicator generates simple Buy and Sell signals based on price interaction with two dynamic levels:
EMA High → Exponential Moving Average calculated from candle highs.
EMA Low → Exponential Moving Average calculated from candle lows.
🔑 How it Works
A Buy signal prints when the closing price crosses above the EMA High.
A Sell signal prints when the closing price crosses below the EMA Low.
Signals are marked directly on the chart with customizable labels — you can change the shape, size, and colors of the Buy and Sell labels to match your trading style.
The indicator does not plot the EMAs, keeping the chart clean and focused only on the entry/exit labels.
⚡ Use Case
Helps traders quickly identify potential trend breakouts (price strength above EMA High) or trend breakdowns (price weakness below EMA Low).
Works on any timeframe and any market (stocks, forex, crypto, futures, etc.).
Can be used standalone or combined with other indicators for confirmation.
🎯 Best For
Traders who want minimalist chart signals without clutter.
Trend-following strategies where confirmation of momentum is key.
Entry/Exit marking without needing to constantly watch EMA bands.
EMA & BarCountNothing. EMA & Bar Count
Nothing. EMA & Bar Count
Nothing. EMA & Bar Count
Nothing. EMA & Bar Count
Nothing. EMA & Bar Count
Thanks .
Bollinger Bands with 4 Moving AveragesCombines Bollinger Bands (BB) with up to four optional Moving Averages (MA) to read volatility, trend direction, and dynamic support–resistance in one overlay.
How It Works
BB: basis = MA(length, type) with standard deviation mult. upper = basis + dev, lower = basis − dev.
MA1–MA4: additional averages you can toggle (default only MA4/200 enabled).
Key Features
Flexible basis MA type for BB: SMA / EMA / RMA (Wilder) / WMA / VWMA.
Four optional MAs with independent length, color, and width (defaults: 7, 25, 99, 200; only 200 on by default).
Offset to shift BB for visual testing.
Overlay on price with shaded band between Upper–Lower.
Inputs & Defaults
BB Length = 20, StdDev = 2.0, Source = close.
Basis MA Type = SMA.
MA4 active (200), MA1–MA3 off (7/25/99 ready).
Offset = 0.
Practical Use
Use BB for volatility context: squeeze → potential breakout; expansion → strong trend.
Treat Basis / Upper / Lower as dynamic levels:
Pullbacks to Basis often become decision zones in trends.
Upper/Lower touches = relative extremes.
Add MA4(200) for primary bias; enable MA1–MA3 for finer timing.
Typical behavior:
Price > MA200 and rising basis → bullish bias; watch pullbacks to basis/MA25-like zones.
Price < MA200 and falling basis → bearish bias; watch rejections at basis/MAs.
Common Signals (not financial advice)
Breakout + BB expansion confirms momentum.
Squeeze + basis break can preface volatility expansion.
Confluence: Lower touch + fast MA in uptrends → mean-reversion setups; inverse for downtrends.
Notes
MA1–MA4 are SMA in the code; BB basis follows the selected MA type.
Test across timeframes; tune length and mult to the asset.
Disclaimer
Visual tool only. Combine with risk management, multi-timeframe confirmation, and a tested plan.
Delta Volume Signals by Claudio [hapharmonic]Modifications:
Percentages without decimals.
I replaced the 'Current Volume' row with two boxes: "Δ Vol" and its value, which changes color depending on the direction of the bearish/bullish candle.
Signals can change color in the settings.
Box spacing so the table doesn't constantly change size.
To be modified:
The Net Volume sign shouldn't change to negative when the candle is red.
If anyone does this, let me know...
claudio.ventola@hotmail.com
Best regards!
EMA KitEMA Kit delivers multiple 1D EMA's wrapped into a single indicator.
I was annoyed with having a bunch of EMA indicators on the left side of my chart for each individual EMA I rely on, so I created a single indicator with all of them.
This EMA kit allows you to select any combination of the following EMA's: 3D, 5D, 8D, 21D, 34D, 50D, 100D, 200D, and 200W. They are all based on the 1D timeframe regardless of the timeframe you're currently viewing on your chart - for example, if you toggle from a Daily chart to a 15 minute chart, the EMA's won't change to reflect the 15 minute timeframe. EMA Kit smoothes the lines to prevent staggering on lower timeframes. You can change the color scheme and line thickness and even toggle between different line types like area, histogram, etc. You also have the option to turn end-of-line price labels on/off. Current price level for each EMA is highlighted on the price scale.
Best MA Finder: Sharpe/Sortino ScannerThis script, Best MA Finder: Sharpe/Sortino Scanner, is a tool designed to identify the moving average (SMA or EMA) that best acts as a dynamic trend threshold on a chart, based on risk-adjusted historical performance. It scans a wide range of MA lengths (SMA or EMA) and selects the one whose simple price vs MA crossover delivered the strongest results using either the Sharpe ratio or the Sortino ratio. Reading it is intuitive: when price spent time above the selected MA, conditions were on average more favorable in the backtest; below, less favorable. It is a trend and risk gauge, not an overbought or oversold signal.
What it does:
- Runs individual long-only crossover backtests for many MA lengths across short to very long horizons.
- For each length, measures the total number of trades, the annualized Sharpe ratio, and the annualized Sortino ratio.
- Uses the chosen metric value (Sharpe or Sortino) as the score to rank candidates.
- Applies a minimum trade filter to discard statistically weak results.
- Optionally applies a local stability filter to prefer a length that also outperforms its close neighbors by at least a small margin.
- Selects the optimal MA and displays it on the chart with a concise summary table.
How to use it:
- Choose MA type: SMA or EMA.
- Choose the metric: Sharpe or Sortino.
- Set the minimum trade count to filter out weak samples.
- Select the risk-free mode:
Auto: uses a short-term risk-free rate for USD-priced symbols when available.
Manual: you provide a risk-free ticker.
None: no risk-free rate.
- Optionally enable stability controls: neighbor radius and epsilon.
- Toggle the on-chart summary table as needed.
On-chart output:
- The selected optimal MA is plotted.
- The optional table shows MA length, number of trades, chosen metric value annualized, and the annual risk-free rate used.
Key features:
- Risk-adjusted optimization via Sharpe or Sortino for fair, comparable assessment.
- Broad MA scan with SMA and EMA support.
- Optional stability filter to avoid one-off spikes.
- Clear and auditable presentation directly on the chart.
Use cases:
- Traders who want a defensible, data-driven trend threshold without manual trial and error.
- Swing and trend-following workflows across timeframes and asset classes.
- Quick SMA vs EMA comparisons using risk-adjusted results.
Limitations:
- Not a full trading strategy with position sizing, costs, funding, slippage, or stops.
- Long-only, one position at a time.
- Discrete set of MA lengths, not a continuous optimizer.
- Requires sufficient price history and, if used, a reliable risk-free series.
This script is open-source and built from original logic. It does not replicate closed-source scripts or reuse significant external components.
Disparity Index with 4 EMAsDisparity Index with 4 EMAs
(ema - close ) / ema * 100
or
(ema - close0 / close * 100
RSI: alternative derivationMost traders accept the Relative Strength Index (RSI) as a standard tool for measuring momentum. But what if RSI is actually a position indicator?
This script introduces an alternative derivation of RSI, offering a fresh perspective on its true nature. Instead of relying on the traditional calculation of average gains and losses, this approach directly considers the price's position relative to its equilibrium (moving average), adjusted for volatility.
While the final value remains identical to the standard RSI, this alternative derivation offers a completely new understanding of the indicator.
Key components:
Price (Close)
Utilizes the closing price, consistent with the original RSI formula.
normalization factor
Transforms raw calculations into a fixed range between -1 and +1.
normalization_factor = 1 / (Length - 1)
EMA of Price
Applies Wilder’s Exponential Moving Average (EMA) to the price, serving as the anchor point for measuring price position, similar to the traditional RSI formula.
myEMA = ta.rma(close,Length)
EMA of close-to-close absolute changes (unit of volatility)
Adjusts for market differences by applying a Wilder’s EMA to absolute price changes (volatility), ensuring consistency across various assets.
CC_vol = ta.rma(math.abs(close - close ),Length)
Calculation Breakdown
DISTANCE:
Calculate the difference between the closing price and its Wilder's EMA. A positive value indicates the price is above the EMA; a negative value indicates it is below.
distance = close - myEMA
STANDARDIZED DISTANCE
Divide the distance by the unit of volatility to standardize the measurement across different markets.
S_distance = distance / CC_vol
NORMALIZED DISTANCE
Normalize the standardized distance using the normalization factor (n-1) to adjust for the lookback period.
N_distance = S_distance * normalization_factor
RSI
Finally, scale the normalized distance to fit within the standard RSI range of 0 to 100.
myRSI = 50 * (1 + N_distance)
The final equation:
RSI = 50 ×
What This Means for RSI
Same RSI Values, Different Interpretation
The standard RSI formula may obscure its true measurement, whereas this approach offers clarity.
RSI primarily indicates the price's position relative to its equilibrium, rather than directly measuring momentum.
RSI can still be used to analyze momentum, but in a more intuitive and well-informed way.
VIX BanditThis is a momentum indicator that identifies potential VIX bottoms by using seven configurable Williams %R oscillators simultaneously.
Green dots🟢appear below the bar when all %R series agree the VIX is extremely oversold.
Fuchsia dots🟣appear above the bar when VIX reverts to its long-term average (an EMA).
I hope this helps you spot moments of maximum optimism and trade the subsequent panic, somehow.
AI Trading Alerts v6 — SL/TP + Confidence + Panel (Fixed)Overview
This Pine Script is designed to identify high-probability trading opportunities in Forex, commodities, and crypto markets. It combines EMA trend filters, RSI, and Stochastic RSI, with automatic stop-loss (SL) & take-profit (TP) suggestions, and provides a confidence panel to quickly assess the trade setup strength.
It also includes TradingView alert conditions so you can set up notifications for Long/Short setups and EMA crosses.
⚙️ Features
EMA Trend Filter
Uses EMA 50, 100, 200 for trend confirmation.
Bull trend = EMA50 > EMA100 > EMA200
Bear trend = EMA50 < EMA100 < EMA200
RSI Filter
Bullish trades require RSI > 50
Bearish trades require RSI < 50
Stochastic RSI Filter
Prevents entries during overbought/oversold extremes.
Bullish entry only if %K and %D < 80
Bearish entry only if %K and %D > 20
EMA Proximity Check
Price must be near EMA50 (within ATR × adjustable multiplier).
Signals
Continuation Signals:
Long if all bullish conditions align.
Short if all bearish conditions align.
Cross Events:
Long Cross when price crosses above EMA50 in bull trend.
Short Cross when price crosses below EMA50 in bear trend.
Automatic SL/TP Suggestions
SL size adjusts depending on asset:
Gold/Silver (XAU/XAG): 5 pts
Bitcoin/Ethereum: 100 pts
FX pairs (default): 20 pts
TP = SL × Risk:Reward ratio (default 1:2).
Confidence Score (0–4)
Based on conditions met (trend, RSI, Stoch, EMA proximity).
Labels:
Strongest (4/4)
Strong (3/4)
Medium (2/4)
Low (1/4)
Visual Panel on Chart
Shows ✅/❌ for each condition (trend, RSI, Stoch, EMA proximity, signal now).
Confidence row with color-coded strength.
Alerts
Long Setup
Short Setup
Long Cross
Short Cross
🖥️ How to Use
1. Add the Script
Open TradingView → Pine Editor.
Paste the full script.
Click Add to chart.
Save as "AI Trading Alerts v6 — SL/TP + Confidence + Panel".
2. Configure Inputs
EMA Lengths: Default 50/100/200 (works well for swing trading).
RSI Length: 14 (standard).
Stochastic Length/K/D: Default 14/3/3.
Risk:Reward Ratio: Default 2.0 (can change to 1.5, 3.0, etc.).
EMA Proximity Threshold: Default 0.20 × ATR (adjust to be stricter/looser).
3. Read the Panel
Top-right of chart, you’ll see ✅ or ❌ for:
Trend → Are EMAs aligned?
RSI → Above 50 (bull) or below 50 (bear)?
Stoch OK → Not extreme?
Near EMA50 → Close enough to EMA50?
Above/Below OK → Price position vs. EMA50 matches trend?
Signal Now → Entry triggered?
Confidence row:
🟢 Green = Strongest
🟩 Light green = Strong
🟧 Orange = Medium
🟨 Yellow = Low
⬜ Gray = None
4. Alerts Setup
Go to TradingView Alerts (⏰ icon).
Choose the script under “Condition”.
Select alert type:
Long Setup
Short Setup
Long Cross
Short Cross
Set notification method (popup, sound, email, mobile).
Click Create.
Now TradingView will notify you automatically when signals appear.
5. Example Workflow
Wait for Confidence = Strong/Strongest.
Check if market session supports volatility (e.g., XAU in London/NY).
Review SL/TP suggestions:
Long → Entry: current price, SL: close - risk_pts, TP: close + risk_pts × RR.
Short → Entry: current price, SL: close + risk_pts, TP: close - risk_pts × RR.
Adjust based on your own price action analysis.
📊 Best Practices
Use on H1 + D1 combo → align higher timeframe bias with intraday entries.
Risk only 1–2% of account per trade (position sizing required).
Filter with market sessions (Asia, Europe, US).
Strongest signals work best with trending pairs (e.g., XAUUSD, USDJPY, BTCUSD).
KSG emasThis script plots 10 customizable Exponential Moving Averages (EMAs). Each EMA length and color can be adjusted in the settings. It’s designed for traders who want to track multiple EMAs at once for trend analysis and strategy development.
Kalman Ema Crosses - [JTCAPITAL]Kalman EMA Crosses - is a modified way to use Kalman Filters applied on Exponential Moving Averages (EMA Crosses) for Trend-Following.
The Kalman filter is a recursive smoothing algorithm that reduces noise from raw price or indicator data, and in this script it is applied both directly to price and on top of EMA calculations. The goal is to create cleaner, more reliable crossover signals between two EMAs that are less prone to false triggers caused by volatility or market noise.
The indicator works by calculating in the following steps:
Source Selection
The script starts by selecting the price input (default is Close, but can be adjusted). This chosen source is the foundation for all further smoothing and EMA calculations.
Kalman Filtering on Price
Depending on user settings, the selected source is passed through one of two independent Kalman filters. The filter takes into account process noise (representing expected market randomness) and measurement noise (representing uncertainty in the price data). The Kalman filter outputs a smoothed version of price that minimizes noise and preserves underlying trend structure.
EMA Calculation
Two exponential moving averages (EMA 1 and EMA 2) are then computed on the Kalman-smoothed price. The lengths of these EMAs are fully customizable (default 15 and 25).
Kalman Filtering on EMA Values
Instead of directly using raw EMA curves, the script applies a second layer of Kalman filtering to the EMA values themselves. This step significantly reduces whipsaw behavior, creating smoother crossovers that emphasize real momentum shifts rather than temporary volatility spikes.
Trend Detection via EMA Crossovers
-A bullish trend is detected when EMA 1 (fast) crosses above EMA 2 (slow).
-A bearish trend is detected when EMA 1 crosses below EMA 2.
The detected trend state is stored and used to dynamically color the plots.
Visual Representation
Both EMAs are plotted on the chart. Their colors shift to blue during bullish phases and purple during bearish phases. The area between the two EMAs is filled with a shaded region to clearly highlight trending conditions.
Buy and Sell Conditions :
- Buy Condition : When the Kalman-smoothed EMA 1 crosses above the Kalman-smoothed EMA 2, a bullish crossover is confirmed.
- Sell Condition : When EMA 1 crosses below EMA 2, a bearish crossover is confirmed.
Users may enhance the robustness of these signals by adjusting process noise, measurement noise, or EMA lengths. Lower measurement noise values make the filter react faster (but potentially noisier), while higher values make it smoother (but slower).
Features and Parameters :
- Source : Selectable price input (Close, Open, High, Low, etc.).
- EMA 1 Length : Defines the fast EMA period.
- EMA 2 Length : Defines the slow EMA period.
- Process Noise : Controls how much randomness the Kalman filter assumes in price dynamics.
- Measurement Noise : Controls how much uncertainty is assumed in raw input data.
- Kalman Usage : Option to apply Kalman filtering either before EMA calculation (on price) or after (on EMA values).
Specifications :
Kalman Filter
The Kalman filter is an optimal recursive algorithm that estimates the state of a system from noisy measurements. In trading, it is used to smooth prices or indicator values. By balancing process noise (expected volatility) with measurement noise (data uncertainty), it generates a smoothed signal that reacts adaptively to market conditions.
Exponential Moving Average (EMA)
An EMA is a weighted moving average that emphasizes recent data more heavily than older data. This makes it more responsive than a simple moving average (SMA). EMAs are widely used to identify trends and momentum shifts.
EMA Crossovers
The crossing of a fast EMA above a slow EMA suggests bullish momentum, while the opposite suggests bearish momentum. This is a cornerstone technique in trend-following systems.
Dual Kalman Filtering
Applying Kalman both to raw price and to the EMAs themselves reduces whipsaws further. It creates crossover signals that are not only smoothed but also validated across two levels of noise reduction. This significantly enhances signal reliability compared to traditional EMA crossovers.
Process Noise
Represents the filter’s assumption about how much the underlying market can randomly change between steps. Higher values make the filter adapt faster to sudden changes, while lower values make it more stable.
Measurement Noise
Represents uncertainty in price data. A higher measurement noise value means the filter trusts the model more than the observed data, leading to smoother results. A lower value makes the filter more reactive to observed price fluctuations.
Trend Coloring & Fill
The use of dynamic colors and filled regions provides immediate visual recognition of trend states, helping traders act faster and with greater clarity.
Enjoy!
Anchored EMA/VWAP### Anchored EMA/VWAP Indicator
**Description:**
The **Anchored EMA/VWAP Indicator** is a powerful and versatile tool designed for traders seeking to analyze price trends and momentum from a user-defined anchor point in time. Built for TradingView using Pine Script v6, this indicator calculates and displays multiple **Exponential Moving Averages (EMAs)**, **Volume-Weighted Exponential Moving Averages (VWEMAs)**, and a **Volume-Weighted Average Price (VWAP)**, all anchored to a specific date and time chosen by the user. By anchoring these calculations, traders can focus on price action relative to significant market events, such as news releases, earnings reports, or key support/resistance levels.
The indicator supports multi-timeframe (MTF) analysis, allowing users to compute EMAs, VWEMAs, and VWAP on a higher or custom timeframe (e.g., 5-minute, 1-hour, daily) while overlaying the results on the current chart. It also includes customizable cross signals for EMA and VWEMA pairs, marked with distinct shapes (circles, diamonds, squares) to highlight potential trend changes or reversals. These features make the indicator ideal for trend-following, momentum trading, and identifying key price levels across various markets, including stocks, forex, cryptocurrencies, and commodities.
**Key Features:**
- **Anchored Calculations**: EMAs, VWEMAs, and VWAP start calculations from a user-specified anchor time, enabling analysis relative to significant market moments.
- **Multi-Timeframe Support**: Compute indicators on any timeframe (e.g., 60-minute, daily) and display them on the chart’s timeframe for flexible analysis.
- **Customizable EMAs and VWEMAs**: Four EMAs and four VWEMAs with adjustable lengths (default: 9, 21, 50, 100) and colors, with options to show or hide each.
- **Volume-Weighted Metrics**: VWAP and VWEMAs incorporate volume data, providing a more robust representation of market activity compared to standard EMAs.
- **Cross Signals**: Visual markers (circles, diamonds, squares) for crossovers between EMA and VWEMA pairs, with customizable visibility to highlight bullish (up) or bearish (down) signals.
- **User-Friendly Interface**: Organized input groups for General, EMA, VWEMA, VWAP, Arrow Settings, and Cross Visibility, with intuitive inline inputs for length and color customization.
- **Visual Clarity**: Overlaid on the price chart with distinct colors and line styles (dotted for EMAs, dashed for VWEMAs, solid for VWAP) to ensure easy interpretation.
**How to Use:**
1. **Set the Anchor Time**: Click a specific bar or enter a date/time (default: June 1, 2025) to start calculations from a significant market event.
2. **Select Timeframe**: Choose a timeframe (e.g., "5" for 5-minute, "D" for daily) to compute the indicators, allowing alignment with your trading strategy.
3. **Customize EMAs and VWEMAs**: Adjust lengths and colors for up to four EMAs and VWEMAs, and toggle their visibility to focus on relevant lines.
4. **Enable VWAP**: Display the anchored VWAP to identify volume-weighted price levels, useful as dynamic support/resistance.
5. **Monitor Cross Signals**: Enable cross visibility for specific EMA or VWEMA pairs to spot potential trend changes. Bullish crosses (e.g., shorter EMA crossing above longer EMA) are marked with green shapes below the bar, while bearish crosses are marked with red shapes above the bar.
6. **Interpret Signals**: Use EMA/VWEMA crossovers for trend confirmation, VWAP as a mean-reversion level, and volume-weighted VWEMAs for momentum analysis in high-volume markets.
**Use Cases:**
- **Trend Trading**: Identify trend direction using EMA and VWEMA crossovers, with shorter lengths (e.g., 9, 21) for faster signals and longer lengths (e.g., 50, 100) for trend confirmation.
- **Mean Reversion**: Use the anchored VWAP as a dynamic support/resistance level to trade pullbacks or breakouts.
- **Event-Based Analysis**: Anchor the indicator to significant events (e.g., earnings, economic data releases) to analyze price behavior post-event.
- **Multi-Timeframe Strategies**: Combine higher timeframe EMAs/VWAPs with lower timeframe price action for high-probability setups.
**Settings:**
- **Anchor Time**: Set the starting point for calculations (default: June 1, 2025).
- **Timeframe**: Choose the timeframe for calculations (default: 5-minute).
- **EMA/VWEMA Lengths**: Default lengths of 9, 21, 50, and 100 for both EMAs and VWEMAs, adjustable per user preference.
- **Colors**: Customizable colors with slight transparency for visual clarity.
- **Cross Visibility**: Toggle specific EMA and VWEMA cross signals (e.g., EMA1/EMA2, VWEMA1/VWEMA3) to reduce chart clutter.
- **Arrow Colors**: Green for bullish crosses, red for bearish crosses.
**Notes:**
- The indicator is overlaid on the price chart, ensuring seamless integration with price action analysis.
- VWEMAs and VWAP are volume-sensitive, making them particularly effective in markets with significant volume fluctuations.
- Ensure the anchor time is set to a valid historical or future bar to avoid calculation errors.
- Cross signals are conditional on non-NA values to prevent false positives during initialization.
**Author**: NEPOLIX
**Version**: 6 (Pine Script v6)
**Published**: For TradingView Community
This indicator is a must-have for traders looking to combine anchored, volume-weighted, and multi-timeframe analysis into a single, customizable tool. Whether you're a day trader, swing trader, or long-term investor, the Anchored EMA/VWAP Indicator provides actionable insights for informed trading decisions.
