Supertrend Strategy - Day TraderA high win-rate strategy designed for day traders, leveraging Supertrend to make precise trend-based trading decisions. Simple yet effective, this strategy is ideal for those aiming to maximize consistency in their trades.
趨勢分析
RSI and CMF V 1.0
Introduction: RSI and CMF
The Relative Strength Index (RSI) and Chaikin Money Flow (CMF) are two powerful tools for analyzing market behavior. Each serves a unique purpose and provides insights into different aspects of price action.
The RSI measures the speed and magnitude of price movements. By comparing recent gains to losses over a chosen period, it identifies overbought and oversold conditions in the market. RSI focuses solely on price and offers traders a quick glance at whether an asset is trending too high or too low relative to its recent performance.
On the other hand, the CMF evaluates market behavior by integrating both price and volume. It measures money flow to determine whether an asset is being accumulated (bullish) or distributed (bearish). Positive CMF values indicate buying pressure, while negative values signal selling pressure, making it an essential tool for volume-based analysis.
Our Innovation
Traditionally, indicators like the RSI and CMF are analyzed in separate panels, limiting their connection to the price chart itself. We’ve developed an innovative solution that combines the power of these two indicators, enabling traders to simultaneously measure both price movements and volume flow in a unified visualization. By mapping the RSI and CMF directly onto the price chart, our indicator provides a seamless way to observe and analyze how price momentum and money flow interact with the actual price action.
This integration of volume, price, and momentum into a single chart offers traders a comprehensive tool for deeper market insights and faster decision-making.
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Simple Settings Panel with Tooltips
Our indicator comes with an intuitive and user-friendly settings panel, designed for ease of use and full customization. Each input is accompanied by a tooltip to guide users through the settings and ensure clear understanding of their purpose.
Settings Overview
1. Enable RSI over Price:
Tooltip: "Toggle this option to enable or disable the RSI plotted on the price chart."
This setting allows users to control whether the RSI is displayed directly over the price chart.
2. RSI Length:
Default Value: 14
Tooltip: "Set the period for RSI calculation. Typical value is 14."
Adjusts the time period used for RSI calculations, affecting its sensitivity to price changes.
3. RSI Source:
Default Value: Close
Tooltip: "Choose the data source for RSI calculation, usually the closing price."
Allows users to specify which price data (e.g., close, open, high, low) is used in the RSI calculation.
4. Enable CMF over Price:
Tooltip: "Toggle this option to enable or disable the CMF mapped onto the price chart."
Controls the visibility of the CMF line on the price chart.
5. CMF Length:
Default Value: 20
Tooltip: "Set the period for CMF calculation. Typical value is 20."
Adjusts the time period used to compute the CMF, determining the volume-weighted money flow sensitivity.
Description of RSI and CMF Settings
RSI Settings:
The RSI Length determines how many periods are included in the RSI calculation. Shorter lengths make the RSI more reactive to price changes, while longer lengths smooth out fluctuations. The RSI Source provides flexibility in selecting the price input for calculation, which is typically the closing price by default.
CMF Settings:
The CMF Length defines how many periods are used to calculate the Chaikin Money Flow, enabling users to focus on short-term or long-term trends in money flow. Enabling the CMF over price ensures the relationship between volume and price action is visually evident on the price chart.
The Style Settings
panel allows users to customize the visual appearance of the indicator, ensuring clarity and alignment with their preferences. Users can independently adjust the line colors for RSI and CMF, with default settings of green for RSI and red for CMF, enabling a clear distinction between the two.
Additionally, the Fill between RSI and CMF option provides two customizable colors (Color 0 and Color 1) to represent the dynamic fill. This fill visually highlights the relationship between the RSI and CMF, enhancing the interpretability of their interaction on the price chart. The settings also include options to toggle precision, labels on the price scale, and values in the status line for added flexibility.
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How to Analyze with RSI and CMF V 1.0
The RSI and CMF V 1.0 indicator provides an intuitive and integrated approach to analyzing market trends, combining momentum and volume dynamics directly on the price chart. Its innovative mapping of RSI and CMF makes it easy to spot key trends and reversals with unmatched clarity.
Key Insights:
1. Dynamic Relationship Between RSI and CMF:
The indicator maps RSI (momentum-based) and CMF (volume-based) values onto the price chart. This makes it easier to analyze how price momentum aligns with money flow.
The color-coded fill highlights the strength of their relationship:
- Blue Fill: RSI is stronger than CMF, indicating price momentum leads the movement.
- Red Fill: CMF dominates RSI, reflecting the strength of volume flow.
2. Spotting Trends:
Uptrends: Consistent blue fills paired with RSI and CMF rising together suggest bullish momentum backed by strong volume.
Downtrends: Red fills with declining RSI and CMF signal bearish pressure driven by selling volume.
3. Reversals and Divergences:
Divergences between price action and the mapped RSI/CMF lines can signal potential reversals.
For instance, if price is rising but RSI and CMF are both falling, it could indicate weakening bullish momentum.
Ease of Use:
Color Coding: The dynamic fills (blue and red) allow for immediate visual identification of trend strength and direction, reducing analysis time.
Overlay on Price: By plotting directly on the price chart, traders don’t need to switch between multiple panels, ensuring the context remains clear.
Customizable Settings: Inputs for length, source, and enable/disable toggles make it adaptable for all trading styles and timeframes.
In conclusion, this indicator offers a visually clear and easy-to-understand way to combine momentum and volume analysis, empowering traders with actionable insights at a glance.
CandelaCharts - Volume Imbalance (VI) 📝 Overview
Volume Imbalance occurs when there’s a noticeable gap between the bodies of two consecutive candlesticks, with no overlap between them. While the wicks of the candles might intersect, the candle bodies remain entirely separate. This phenomenon often signifies that the algorithm driving market activity did not evenly distribute prices between these two levels, leaving behind a small Volume Imbalance (VI).
A Bullish Volume Imbalance forms when the body of a green candlestick gaps above the previous candle’s body, with no overlap, indicating strong upward momentum and insufficient sell-side liquidity.
A Bearish Volume Imbalance forms when the body of a red candlestick gaps below the previous candle’s body, with no overlap, signaling intense downward pressure and a lack of buy-side liquidity.
This indicator can automatically identify volume imbalances by scanning candlestick patterns and detecting gaps between consecutive candle bodies. These volume imbalances act as price magnets, often attracting the market back to fill the gap before resuming its original direction. Recognizing and leveraging these gaps can be a powerful tool in technical analysis for predicting price movements.
📦 Features
MTF
Mitigation
Consequent Encroachment
Threshold
Hide Overlap
Advanced Styling
⚙️ Settings
Show: Controls whether VIs are displayed on the chart.
Show Last: Sets the number of VIs you want to display.
Length: Determines the length of each VI.
Mitigation: Highlights when a VI has been touched, using a different color without marking it as invalid.
Timeframe: Specifies the timeframe used to detect VIs.
Threshold: Sets the minimum gap size required for VI detection on the chart.
Show Mid-Line: Configures the midpoint line's width and style within the VI. (Consequent Encroachment - CE)
Show Border: Defines the border width and line style of the VI.
Hide Overlap: Removes overlapping VIs from view.
Extend: Extends the VI length to the current candle.
Elongate: Fully extends the VI length to the right side of the chart.
⚡️ Showcase
Simple
Mitigated
Bordered
Consequent Encroachment
Extended
🚨 Alerts
This script provides alert options for all signals.
Bearish Signal
A bearish alert triggers when a red candlestick gaps below the previous body, signaling downward pressure.
Bullish Signal
A bullish alert triggers when a green candlestick gaps above the previous body, indicating upward momentum.
⚠️ Disclaimer
Trading involves significant risk, and many participants may incur losses. The content on this site is not intended as financial advice and should not be interpreted as such. Decisions to buy, sell, hold, or trade securities, commodities, or other financial instruments carry inherent risks and are best made with guidance from qualified financial professionals. Past performance is not indicative of future results.
CandelaCharts - Opening Gap (OG) 📝 Overview
The ICT (Inner Circle Trader) Opening Gap represents the price difference between the previous trading session's closing price and the current session's opening price. This gap serves as a key indicator of market sentiment and can offer valuable clues about the market's potential direction throughout the trading day.
A bullish Opening Gap forms when the market opens higher than the previous session's close, signaling strong buying interest or positive sentiment heading into the new session
A bearish Opening Gap occurs when the market opens lower than the previous session's close, reflecting heightened selling pressure or negative sentiment among market participants
The Opening Gap is significant as it often establishes the market's tone for the trading session. Accurately interpreting this gap enables traders to make informed decisions about when to enter or exit positions. Serving as a gauge of market strength or weakness, the gap provides a clear signal of whether the market is likely to trend upward or downward during the day.
📦 Features
MTF
Mitigation
Consequent Encroachment
Threshold
Hide Overlap
Advanced Styling
⚙️ Settings
Show: Controls whether OGs are displayed on the chart.
Show Last: Sets the number of OGs you want to display.
Length: Determines the length of each OG.
Mitigation: Highlights when an OG has been touched, using a different color without marking it as invalid.
Timeframe: Specifies the timeframe used to detect OGs.
Threshold: Sets the minimum gap size required for OG detection on the chart.
Show Mid-Line: Configures the midpoint line's width and style within the OG. (Consequent Encroachment - CE)
Show Border: Defines the border width and line style of the OG.
Hide Overlap: Removes overlapping OGs from view.
Extend: Extends the OG length to the current candle.
Elongate: Fully extends the OG length to the right side of the chart.
⚡️ Showcase
Simple
Mitigated
Bordered
Consequent Encroachment
Extended
🚨 Alerts
This script provides alert options for all signals.
Bearish Signal
A bearish signal is triggered when the price opens lower than the previous session's close.
Bullish Signal
A bullish signal is triggered when the price opens higher than the previous session's close.
⚠️ Disclaimer
Trading involves significant risk, and many participants may incur losses. The content on this site is not intended as financial advice and should not be interpreted as such. Decisions to buy, sell, hold, or trade securities, commodities, or other financial instruments carry inherent risks and are best made with guidance from qualified financial professionals. Past performance is not indicative of future results.
CandelaCharts - Inversion Fair Value Gap (IFVG) 📝 Overview
An ICT Inversion Fair Value Gap, often called an Inverse FVG, occurs when a Fair Value Gap (FVG) fails to maintain price support or resistance, resulting in a price breach beyond the FVG. This phenomenon highlights an initial shift in price momentum, signaling potential reversals or retracements.
A Bullish IFVG forms when the price breaks above a bearish fair value gap, signaling a potential shift to bullish momentum.
A Bearish IFVG forms when the price breaks below a bullish fair value gap, signaling a potential shift to bearish momentum.
The IFVG Indicator is a powerful tool designed to automatically detect Inversion Fair Value Gaps (IFVGs) on your charts. It highlights key zones where price breaches fair value gaps, signaling potential momentum shifts or trend reversals. Whether you're tracking bullish or bearish IFVGs, this indicator provides clear visual cues, helping you make informed trading decisions with precision and confidence. Perfect for traders seeking to anticipate market structure changes effortlessly.
📦 Features
MTF
Mitigation
Consequent Encroachment
Threshold
Hide Overlap
Advanced Styling
⚙️ Settings
Show: Controls whether FVGs are displayed on the chart.
Show Last: Sets the number of FVGs you want to display.
Length: Determines the length of each IFVG.
Mitigation: Highlights when an IFVG has been touched, using a different color without marking it as invalid.
Timeframe: Specifies the timeframe used to detect IFVGs.
Threshold: Sets the minimum gap size required for IFVG detection on the chart.
Show Mid-Line: Configures the midpoint line's width and style within the IFVG. (Consequent Encroachment - CE)
Show Border: Defines the border width and line style of the IFVG.
Hide Overlap: Removes overlapping IFVGs from view.
Extend: Extends the IFVG length to the current candle.
Elongate: Fully extends the IFVG length to the right side of the chart.
⚡️ Showcase
Simple
Mitigated
Bordered
Consequent Encroachment
Extended
🚨 Alerts
This script provides alert options for all signals.
Bearish Signal
A bearish signal is invalidated if the price re-enters a bearish inversion zone but fails to reverse downward.
Bullish Signal
A bullish signal is invalidated if the price re-enters a bullish inversion zone but fails to reverse upward.
⚠️ Disclaimer
Trading involves significant risk, and many participants may incur losses. The content on this site is not intended as financial advice and should not be interpreted as such. Decisions to buy, sell, hold, or trade securities, commodities, or other financial instruments carry inherent risks and are best made with guidance from qualified financial professionals. Past performance is not indicative of future results.
CandelaCharts - Fair Value Gap (FVG) 📝 Overview
A Fair Value Gap is a three-candle pattern where an unfilled area exists between the high of the first candle and the low of the third candle. This Fair Value Gap represents a price imbalance and often serves as a level of support or resistance on the price chart.
A Bullish FVG occurs when the high of the first candle is below the low of the third candle, creating a gap in price between them.
A Bearish FVG happens when the low of the first candle is above the high of the third candle, also resulting in a price gap.
The indicator is designed to allow traders to precisely and accurately identify Fair Value Gaps (FVGs) across any chosen time frame. Automatically detecting these price imbalances, highlights potential areas where prices may retrace, providing valuable insights into market support and resistance levels. This capability enables traders to make informed decisions based on the presence of FVGs, enhancing their strategies for entry and exit points across different market conditions and time frames.
📦 Features
MTF
Mitigation
Consequent Encroachment
Threshold
Hide Overlap
Advanced Styling
⚙️ Settings
Show: Controls whether FVGs are displayed on the chart.
Show Last: Sets the number of FVGs you want to display.
Length: Determines the length of each FVG.
Mitigation: Highlights when an FVG has been touched, using a different color without marking it as invalid.
Timeframe: Specifies the timeframe used to detect FVGs.
Threshold: Sets the minimum gap size required for FVG detection on the chart.
Show Mid-Line: Configures the midpoint line's width and style within the FVG. (Consequent Encroachment - CE)
Show Border: Defines the border width and line style of the FVG.
Hide Overlap: Removes overlapping FVGs from view.
Extend: Extends the FVG length to the current candle.
Elongate: Fully extends the FVG length to the right side of the chart.
⚡️ Showcase
Simple
Mitigated
Bordered
Consequent Encroachment
Extended
🚨 Alerts
This script provides alert options for all signals.
Bearish Signal
A bearish signal is triggered when the price moves back into a bearish inversion zone and then reverses downward.
Bullish Signal
A bullish signal is triggered when the price returns to a bullish inversion zone and then breaks upward out of the top.
⚠️ Disclaimer
Trading involves significant risk, and many participants may incur losses. The content on this site is not intended as financial advice and should not be interpreted as such. Decisions to buy, sell, hold, or trade securities, commodities, or other financial instruments carry inherent risks and are best made with guidance from qualified financial professionals. Past performance is not indicative of future results.
CandelaCharts - Balanced Price Range (BPR) 📝 Overview
ICT Balanced Price Range (BPR) is the area on the price chart where two opposite Fair Value Gaps overlap.
To identify a Balanced Price Range (BPR), mark a fair value gap (FVG) on the sell side of the price and another on the buy side. These FVGs should be directly opposite each other horizontally. The overlapping area between the two is the Balanced Price Range.
The significance of the ICT Balanced Price Range lies in its sensitivity to price movements. When the market approaches a BPR, it often triggers a rapid and notable price reaction.
This reaction occurs because the two opposing FVGs attract the attention of smart money traders—those with substantial capital capable of influencing market trends. As a key concept in the Inner Circle Trader (ICT) methodology, the BPR serves as an ideal entry point, frequently driving considerable market activity.
📦 Features
MTF
Mitigation
Consequent Encroachment (CE)
Threshold
Hide Overlap
Advanced Styling
⚙️ Settings
Show: Controls whether BPRs are displayed on the chart.
Show Last: Sets the number of BPRs you want to display.
Length: Determines the length of each BPR.
Mitigation: Highlights when an BPR has been touched, using a different color without marking it as invalid.
Timeframe: Specifies the timeframe used to detect BPRs.
Threshold: Sets the minimum gap size required for BPR detection on the chart.
Show Mid-Line: Configures the midpoint line's width and style within the BPR. (Consequent Encroachment - CE)
Show Border: Defines the border width and line style of the BPR.
Hide Overlap: Removes overlapping BPRs from view.
Extend: Extends the BPR length to the current candle.
Elongate: Fully extends the BPR length to the right side of the chart.
⚡️ Showcase
Simple
Mitigated
Bordered
Consequent Encroachment
Extended
🚨 Alerts
This script offers alert options for all signal types.
Bearish Signal
A bearish signal is generated when the price re-enters a bearish inversion zone and then reverses downward.
Bullish Signal
A bullish signal is generated when the price revisits a bullish inversion zone and then breaks upward through the top.
⚠️ Disclaimer
Trading involves significant risk, and many participants may incur losses. The content on this site is not intended as financial advice and should not be interpreted as such. Decisions to buy, sell, hold, or trade securities, commodities, or other financial instruments carry inherent risks and are best made with guidance from qualified financial professionals. Past performance is not indicative of future results.
Relative Moving Average (RMA) For Loop [QuantAlgo]Introducing the Relative Moving Averages (RMA) For Loop by QuantAlgo , an innovative technical indicator that combines the smoothness of RMA with an advanced loop-based trend scoring system. Whether you're a day trader looking for high-probability entries or a medium- to long-term investor seeking trend confirmations, this indicator offers a fresh perspective and high-quality signals on market momentum!
💫 Core Architecture
At its heart, the RMA For Loop uses a unique approach to trend detection. Unlike traditional moving average systems that only look at current price relationships, this indicator employs a loop-based scoring mechanism that analyzes historical RMA relationships. Think of it as having multiple trend-confirmation checkpoints - each bar is evaluated against its predecessors to build a comprehensive trend score. This smart scoring system helps filter out market noise while catching meaningful trend reversals.
📊 Technical Foundation
The indicator combines two powerful components:
1/ Relative Moving Average (RMA): A sophisticated moving average that provides smoother price action interpretation than simple or exponential moving averages
2/ For Loop Analysis: A dynamic scoring system that evaluates how current RMA values stack up against historical levels, creating a momentum-based trend score
The magic happens when these components work together:
→ The RMA smooths out price action, reducing false signals
→ The For Loop system analyzes multiple historical points to validate trend strength
→ Crossover confirmations add an extra layer of validation
→ Visual cues provide instant feedback on trend direction and changes
📈 Key Features & Signals
The RMA For Loop provides clear, actionable signals through:
Color-coded RMA line that adapts to trend direction
Dynamic fills between price and RMA for enhanced visualization
Trend change markers (⌽) that pinpoint potential reversal points
Smart bar coloring that helps you "feel" the market's pulse
Customizable alerts for both bullish and bearish reversals
🎯 Practical Usage Tips
Here's how to get the most out of the RMA For Loop:
1/ Initial Setup:
Add the indicator to your TradingView chart by clicking on the star icon to add it to your favorites ⭐️
Start with the default RMA length of 55 for balanced sensitivity
Use the standard loop range (1-70) for comprehensive trend analysis
Adjust threshold levels based on your trading style (higher for fewer but stronger signals)
2/ Reading Signals:
Watch for trend change markers (⌽) - they indicate validated trend reversals
Pay attention to RMA line color changes - they confirm trend direction
Monitor bar colors for additional trend confirmation
Configure alerts for trend changes in both bullish and bearish directions, ensuring you never miss significant technical developments.
⚡️ Pro Tips
Fine-tune the RMA length based on your timeframe:
→ Lower values (20-40) for more responsive signals
→ Higher values (60-100) for stronger trend confirmation
Adjust threshold levels based on market volatility:
→ Increase thresholds in choppy markets
→ Standard settings work well in trending markets
Combine with volume analysis and/or other system(s) for additional confirmation
Use multiple timeframes for a complete market picture
PIP Algorithm
# **Script Overview (For Non-Coders)**
1. **Purpose**
- The script tries to capture the essential “shape” of price movement by selecting a limited number of “key points” (anchors) from the latest bars.
- After selecting these anchors, it draws straight lines between them, effectively simplifying the price chart into a smaller set of points without losing major swings.
2. **How It Works, Step by Step**
1. We look back a certain number of bars (e.g., 50).
2. We start by drawing a straight line from the **oldest** bar in that range to the **newest** bar—just two points.
3. Next, we find the bar whose price is *farthest away* from that straight line. That becomes a new anchor point.
4. We “snap” (pin) the line to go exactly through that new anchor. Then we re-draw (re-interpolate) the entire line from the first anchor to the last, in segments.
5. We repeat the process (adding more anchors) until we reach the desired number of points. Each time, we choose the biggest gap between our line and the actual price, then re-draw the entire shape.
6. Finally, we connect these anchors on the chart with red lines, visually simplifying the price curve.
3. **Why It’s Useful**
- It highlights the most *important* bends or swings in the price over the chosen window.
- Instead of plotting every single bar, it condenses the information down to the “key turning points.”
4. **Key Takeaway**
- You’ll see a small number of red line segments connecting the **most significant** points in the price data.
- This is especially helpful if you want a simplified view of recent price action without minor fluctuations.
## **Detailed Logic Explanation**
# **Script Breakdown (For Coders)**
//@version=5
indicator(title="PIP Algorithm", overlay=true)
// 1. Inputs
length = input.int(50, title="Lookback Length")
num_points = input.int(5, title="Number of PIP Points (≥ 3)")
// 2. Helper Functions
// ---------------------------------------------------------------------
// reInterpSubrange(...):
// Given two “anchor” indices in `linesArr`, linearly interpolate
// the array values in between so that the subrange forms a straight line
// from linesArr to linesArr .
reInterpSubrange(linesArr, segmentLeft, segmentRight) =>
float leftVal = array.get(linesArr, segmentLeft)
float rightVal = array.get(linesArr, segmentRight)
int segmentLen = segmentRight - segmentLeft
if segmentLen > 1
for i = segmentLeft + 1 to segmentRight - 1
float ratio = (i - segmentLeft) / segmentLen
float interpVal = leftVal + (rightVal - leftVal) * ratio
array.set(linesArr, i, interpVal)
// reInterpolateAllSegments(...):
// For the entire “linesArr,” re-interpolate each subrange between
// consecutive breakpoints in `lineBreaksArr`.
// This ensures the line is globally correct after each new anchor insertion.
reInterpolateAllSegments(linesArr, lineBreaksArr) =>
array.sort(lineBreaksArr, order.asc)
for i = 0 to array.size(lineBreaksArr) - 2
int leftEdge = array.get(lineBreaksArr, i)
int rightEdge = array.get(lineBreaksArr, i + 1)
reInterpSubrange(linesArr, leftEdge, rightEdge)
// getMaxDistanceIndex(...):
// Return the index (bar) that is farthest from the current “linesArr.”
// We skip any indices already in `lineBreaksArr`.
getMaxDistanceIndex(linesArr, closeArr, lineBreaksArr) =>
float maxDist = -1.0
int maxIdx = -1
int sizeData = array.size(linesArr)
for i = 1 to sizeData - 2
bool isBreak = false
for b = 0 to array.size(lineBreaksArr) - 1
if i == array.get(lineBreaksArr, b)
isBreak := true
break
if not isBreak
float dist = math.abs(array.get(linesArr, i) - array.get(closeArr, i))
if dist > maxDist
maxDist := dist
maxIdx := i
maxIdx
// snapAndReinterpolate(...):
// "Snap" a chosen index to its actual close price, then re-interpolate the entire line again.
snapAndReinterpolate(linesArr, closeArr, lineBreaksArr, idxToSnap) =>
if idxToSnap >= 0
float snapVal = array.get(closeArr, idxToSnap)
array.set(linesArr, idxToSnap, snapVal)
reInterpolateAllSegments(linesArr, lineBreaksArr)
// 3. Global Arrays and Flags
// ---------------------------------------------------------------------
// We store final data globally, then use them outside the barstate.islast scope to draw lines.
var float finalCloseData = array.new_float()
var float finalLines = array.new_float()
var int finalLineBreaks = array.new_int()
var bool didCompute = false
var line pipLines = array.new_line()
// 4. Main Logic (Runs Once at the End of the Current Bar)
// ---------------------------------------------------------------------
if barstate.islast
// A) Prepare closeData in forward order (index 0 = oldest bar, index length-1 = newest)
float closeData = array.new_float()
for i = 0 to length - 1
array.push(closeData, close )
// B) Initialize linesArr with a simple linear interpolation from the first to the last point
float linesArr = array.new_float()
float firstClose = array.get(closeData, 0)
float lastClose = array.get(closeData, length - 1)
for i = 0 to length - 1
float ratio = (length > 1) ? (i / float(length - 1)) : 0.0
float val = firstClose + (lastClose - firstClose) * ratio
array.push(linesArr, val)
// C) Initialize lineBreaks with two anchors: 0 (oldest) and length-1 (newest)
int lineBreaks = array.new_int()
array.push(lineBreaks, 0)
array.push(lineBreaks, length - 1)
// D) Iteratively insert new breakpoints, always re-interpolating globally
int iterationsNeeded = math.max(num_points - 2, 0)
for _iteration = 1 to iterationsNeeded
// 1) Re-interpolate entire shape, so it's globally up to date
reInterpolateAllSegments(linesArr, lineBreaks)
// 2) Find the bar with the largest vertical distance to this line
int maxDistIdx = getMaxDistanceIndex(linesArr, closeData, lineBreaks)
if maxDistIdx == -1
break
// 3) Insert that bar index into lineBreaks and snap it
array.push(lineBreaks, maxDistIdx)
array.sort(lineBreaks, order.asc)
snapAndReinterpolate(linesArr, closeData, lineBreaks, maxDistIdx)
// E) Save results into global arrays for line drawing outside barstate.islast
array.clear(finalCloseData)
array.clear(finalLines)
array.clear(finalLineBreaks)
for i = 0 to array.size(closeData) - 1
array.push(finalCloseData, array.get(closeData, i))
array.push(finalLines, array.get(linesArr, i))
for b = 0 to array.size(lineBreaks) - 1
array.push(finalLineBreaks, array.get(lineBreaks, b))
didCompute := true
// 5. Drawing the Lines in Global Scope
// ---------------------------------------------------------------------
// We cannot create lines inside barstate.islast, so we do it outside.
array.clear(pipLines)
if didCompute
// Connect each pair of anchors with red lines
if array.size(finalLineBreaks) > 1
for i = 0 to array.size(finalLineBreaks) - 2
int idxLeft = array.get(finalLineBreaks, i)
int idxRight = array.get(finalLineBreaks, i + 1)
float x1 = bar_index - (length - 1) + idxLeft
float x2 = bar_index - (length - 1) + idxRight
float y1 = array.get(finalCloseData, idxLeft)
float y2 = array.get(finalCloseData, idxRight)
line ln = line.new(x1, y1, x2, y2, extend=extend.none)
line.set_color(ln, color.red)
line.set_width(ln, 2)
array.push(pipLines, ln)
1. **Data Collection**
- We collect the **most recent** `length` bars in `closeData`. Index 0 is the oldest bar in that window, index `length-1` is the newest bar.
2. **Initial Straight Line**
- We create an array called `linesArr` that starts as a simple linear interpolation from `closeData ` (the oldest bar’s close) to `closeData ` (the newest bar’s close).
3. **Line Breaks**
- We store “anchor points” in `lineBreaks`, initially ` `. These are the start and end of our segment.
4. **Global Re-Interpolation**
- Each time we want to add a new anchor, we **re-draw** (linear interpolation) for *every* subrange ` [lineBreaks , lineBreaks ]`, ensuring we have a globally consistent line.
- This avoids the “local subrange only” approach, which can cause clustering near existing anchors.
5. **Finding the Largest Distance**
- After re-drawing, we compute the vertical distance for each bar `i` that isn’t already a line break. The bar with the biggest distance from the line is chosen as the next anchor (`maxDistIdx`).
6. **Snapping and Re-Interpolate**
- We “snap” that bar’s line value to the actual close, i.e. `linesArr = closeData `. Then we globally re-draw all segments again.
7. **Repeat**
- We repeat these insertions until we have the desired number of points (`num_points`).
8. **Drawing**
- Finally, we connect each consecutive pair of anchor points (`lineBreaks`) with a `line.new(...)` call, coloring them red.
- We offset the line’s `x` coordinate so that the anchor at index 0 lines up with `bar_index - (length - 1)`, and the anchor at index `length-1` lines up with `bar_index` (the current bar).
**Result**:
You get a simplified representation of the price with a small set of line segments capturing the largest “jumps” or swings. By re-drawing the entire line after each insertion, the anchors tend to distribute more *evenly* across the data, mitigating the issue where anchors bunch up near each other.
Enjoy experimenting with different `length` and `num_points` to see how the simplified lines change!
NexTrade
Overview of NexTrade: The Future of Crypto Trading
Introduction
NexTrade is a cutting-edge algorithmic trading platform designed to optimize cryptocurrency trading strategies. Developed by myself, a software engineer with a passion for quantitative development. Over the past year, I have focused on learning and applying quantitative techniques to the crypto space, ultimately crafting a platform that leverages advanced market analysis, automation, and robust risk management to help investors maximize returns while minimizing risk. NexTrade is engineered to help you capitalize on market movements in a fast-paced and highly competitive space, that is Cryptocurrency.
Key Features and Advantages
Sophisticated Market Analysis: NexTrade uses a comprehensive market analysis framework that examines historical trends, price movements, and market conditions across multiple cryptocurrency exchanges. The algorithm identifies trading opportunities by chart analysis on higher timeframes in order to follow trends, allowing it to execute trades at optimal moments.
Multi-Exchange Integration: NexTrade connects to multiple leading cryptocurrency exchanges, such as Binance, Kraken, and Coinbase Pro, to ensure access to diverse liquidity pools. This multi-exchange connectivity allows the platform to execute trades at the most favorable prices, optimizing profitability and minimizing slippage across various platforms. However, we suggest using the exchange with lowest fees possible.
Risk Management: NexTrade’s risk management features such as Stop Losses, ATR Trailing SL, and ADX chop indicator allows us to ensure we are effectively managing our risk.
Backtesting and Optimization: Before going live, NexTrade’s trading strategies undergo rigorous backtesting using historical market data. This enables users to see how strategies would have performed under various conditions, providing transparency and confidence in the platform’s potential for generating consistent returns. Ongoing optimization ensures that strategies evolve in response to market changes.
Real-Time Performance Monitoring: Users have access to detailed, real-time performance reports, tracking key metrics such as trades executed, profits, losses, and overall portfolio performance. This transparency allows investors to make informed decisions and monitor their investments closely at any time.
Market Opportunity
The cryptocurrency market continues to experience rapid growth, with trillions of dollars in trading volume annually. However, it is also notoriously volatile, creating both risk and reward opportunities for traders. To successfully navigate this market, investors need sophisticated tools that can automate the trading process and optimize decisions based on accurate market analysis.
NexTrade was developed to address this need. With its combination of data-driven market analysis, automated execution, and risk management, NexTrade is positioned to help investors gain an edge in a market that is often unpredictable and challenging. The platform offers a reliable, scalable solution to crypto trading, designed for both beginners and seasoned professionals.
Why Invest in NexTrade?
Scalable and Flexible: Whether you’re trading small amounts or large volumes, NexTrade can scale to accommodate your needs. The platform supports multiple exchanges, giving users the flexibility to diversify and grow their investments. Users can start with as low as $100!
Risk-Adjusted Returns: By focusing on risk management, NexTrade aims to deliver returns that are balanced with the level of risk the investor is willing to accept. The algorithm continuously adjusts trading strategies to align with market conditions, maximizing the potential for profits while minimizing the likelihood of significant losses.
24/7 Trading: The cryptocurrency market operates around the clock, and NexTrade is designed to take advantage of this. Its automated nature means that it can execute trades at any time, without the need for human intervention.
Conclusion
NexTrade offers a sophisticated yet accessible solution for investors looking to capitalize on the growth of the cryptocurrency market. With its focus on data-driven analysis, automated trade execution, and advanced risk management, NexTrade empowers investors to achieve optimal returns while managing risk effectively. Whether you are new to crypto or an experienced trader, NexTrade provides the tools needed to stay competitive and succeed in a fast-moving market.
By investing in NexTrade, you are gaining access to a proven algorithmic trading platform that has the potential to enhance your crypto trading strategy and deliver consistent results. The future of cryptocurrency trading is automated, risk-managed, and optimized—and NexTrade is leading the way.
If users wish the enable the chop detector on the bot, which uses ADX, they can turn it on in the settings after the strategu is added to the chart. By default, it is set to false.
OBV Divergence Indicator [TradingFinder] On-Balance Vol Reversal🔵 Introduction
The On-Balance Volume (OBV) indicator, introduced by Joe Granville in 1963, is a powerful technical analysis tool used to measure buying and selling pressure based on trading volume and price.
By aggregating trading volume—adding it on positive days and subtracting it on negative days—OBV creates a cumulative line that reflects market volume pressure, making it valuable for confirming trends, identifying entry and exit points, and forecasting potential price movements.
Divergences between price and OBV often provide significant signals. A bearish divergence occurs when the price forms higher highs while the OBV line forms lower highs. This discrepancy indicates that upward momentum is weakening, increasing the likelihood of a downward trend.
In contrast, a bullish divergence happens when the price makes lower lows, but the OBV line forms higher lows. This suggests increasing buying pressure and the potential for an upward trend reversal.
For instance, if the price is rising but the OBV trendline is falling, it may signal a bearish divergence, warning of a possible price decline. Conversely, if the price is falling while the OBV line is rising, this could signal a bullish divergence, indicating a possible price recovery. These signals are particularly useful for identifying market turning points.
OBV often acts as a leading indicator, moving ahead of price changes. For example, a rising OBV alongside stable or declining prices can signal an impending upward breakout.
Conversely, a declining OBV with rising prices may indicate that the current uptrend is losing strength. Traders using this strategy often consider entering positions at breakout levels while setting stop losses near recent swing highs or lows to manage risk effectively.
This integration highlights how OBV divergences can provide actionable insights for predicting price movements and managing trades efficiently.
Bullish Divergence :
Bearish Divergence :
🔵 How to Use
The OBV indicator, as a cumulative tool, assists analysts in comparing volume and price changes to identify new trends and key levels for entering or exiting trades. Beyond confirming existing trends, it is particularly effective in analyzing positive and negative divergences between price and volume, providing valuable signals for trading decisions.
🟣 Bullish Divergence
A bullish divergence occurs when the price continues its downward or stable trend, but the OBV line starts rising, forming a higher low compared to its previous low. This suggests increasing volume on up days relative to down days and often signals a reversal to the upside.
For instance, if an asset's price stabilizes near a support level but the OBV line shows an upward trend, this divergence could present an opportunity to enter a long position.
🟣 Bearish Divergence
A bearish divergence occurs when the price forms higher highs, but the OBV line declines, creating lower highs compared to previous peaks. This indicates decreasing volume on up days relative to down days and often acts as a warning for a reversal to the downside.
For example, if an asset’s price approaches a resistance level while OBV starts declining, this divergence may signal the beginning of a downtrend and could indicate a good time to exit long trades or enter short positions.
🔵 Setting
Period : The "Period" setting allows you to define the number of bars or intervals for "Periodic" and "EMA" modes. A shorter period captures more short-term movements, while a longer period smooths out the fluctuations and provides a broader view of market trends.
You can enable or disable labels to highlight key levels or divergences and tables to show numerical details like values and divergence types. These options allow for a customized chart display.
🔵 Table
The following table breaks down the main features of the oscillator. It covers four critical categories: Exist, Consecutive, Divergence Quality, and Change Phase Indicator.
Exist : If divergence is detected, a "+" will appear in this row.
Consecutive: Shows the number of consecutive divergences that have formed in a short period.
Divergence Quality : Evaluates the quality of the divergence based on the number of occurrences. One is labeled "Normal," two are "Good," and three or more are considered "Strong."
Change Phase Indicator : If a phase change is detected between two oscillation peaks, this is marked in the table.
🔵 Conclusion
The OBV (On Balance Volume) indicator is a simple yet effective tool in technical analysis that combines volume and price changes to provide a comprehensive view of market buying and selling pressure. By identifying positive and negative divergences, OBV enables analysts to detect early signs of trend reversals and refine their trading strategies.
Divergences in OBV often precede price changes, making it a leading indicator for predicting market movements. Using OBV alongside other technical tools can enhance decision-making accuracy and help traders identify better entry and exit points. However, it is essential to consider the limitations of OBV, such as the potential for signal errors and the impact of sudden news events.
Ultimately, OBV serves as a complementary tool in technical analysis, aiding in trend identification, signal confirmation, and risk management. A thoughtful application of this indicator, in combination with other analytical tools, can create valuable opportunities for profiting in financial markets.
{Scalping 20-30 pips for TFF Traders}I am not suggest use indicator.
Use indicator 20-30pips only.
SMC Reading strategy
Bitcoin Pi Cycle TrackerThe Bitcoin Pi Cycle Tracker is based on the widely recognized Pi Cycle Top Indicator, a concept used to identify potential market cycle tops in Bitcoin's price. This implementation combines the 111-day Simple Moving Average (SMA) and the 350-day SMA (multiplied by 2) to detect key crossover points. When the 111-day SMA crosses above the 350-day SMA x2, it signals a potential market peak.
Key Features:
Plots the 111-day SMA (blue) and the 350-day SMA x2 (red) for clear visualization.
Displays visual markers and vertical lines at crossover points to highlight key moments.
Sends alerts for crossovers, helping traders stay ahead of market movements.
This tool is an implementation of the Pi Cycle concept originally popularized by Bitcoin market analysts. Use it to analyze historical price cycles and prepare for significant market events. Please note that while the Pi Cycle Indicator has been historically effective, it should be used alongside other tools for a comprehensive trading strategy.
Kalman Step Signals [AlgoAlpha]Take your trading to the next level with the Kalman Step Signals indicator by AlgoAlpha! This advanced tool combines the power of Kalman Filtering and the Supertrend indicator, offering a unique perspective on market trends and price movements. Designed for traders who seek clarity and precision in identifying trend shifts and potential trade entries, this indicator is packed with customizable features to suit your trading style.
Key Features
🔍 Kalman Filter Smoothing : Dynamically smooths price data with user-defined parameters for Alpha, Beta, and Period, optimizing responsiveness and trend clarity.
📊 Supertrend Overlay : Incorporates a classic Supertrend indicator to provide clear visual cues for trend direction and potential reversals.
🎨 Customizable Appearance : Adjust colors for bullish and bearish trends, along with optional exit bands for more nuanced analysis.
🔔 Smart Alerts : Detect key moments like trend changes or rejection entries for timely trading decisions.
📈 Advanced Visualization : Includes optional entry signals, exit bands, and rejection markers to pinpoint optimal trading opportunities.
How to Use
Add the Indicator : Add the script to your TradingView favorites. Customize inputs like Kalman parameters (Alpha, Beta, Period) and Supertrend settings (Factor, ATR Period) based on your trading strategy.
Interpret the Signals : Watch for trend direction changes using Supertrend lines and directional markers. Utilize rejection entries to identify price rejections at trendlines for precision entry points.
Set Alerts : Enable the built-in alert conditions for trend changes or rejection entries to act swiftly on trading opportunities without constant chart monitoring.
How It Works
The indicator leverages a Kalman Filter to smooth raw price data, balancing responsiveness and noise reduction using user-controlled parameters. This refined price data is then fed into a Supertrend calculation, combining ATR-based volatility analysis with dynamic upper and lower bands. The result is a clear and reliable trend-detection system. Additionally, it features rejection markers for bullish and bearish reversals when prices reject the trendline, along with exit bands to visualize potential price targets. The integration of customizable alerts ensures traders never miss critical market moves.
Add the Kalman Step Signals to your TradingView charts today and enjoy a smarter, more efficient trading experience! 🚀🌟
Fund Master Plus (TV Rev1, Dec2024)License: Mozilla Public License 2.0 (Open Source)
Version: Pine Script™ v6
Indicator Name: Fund Master Plus (TV Rev1, Dec2024)
Short Title: Fund Master Plus
About Fund Master Plus
Fund Master Plus indicator is an oscillating technical analysis tool designed to simulate the fund inflow and outflow trend.
Key features:
1. Fund Master Value and Candle
The candle highlights the direction of the Fund Master value.
Green candles represent an upward trend, while red candles indicate a downward trend.
When the candle crossover 0, it is a sign of the start of mid term bull, vice versa.
When the candle is above 0, it is a sign of mid-term bull, vice versa.
2. Fund Master Bar
This bar provides added visual representation of the Fund Master value.
Green bars represent and upward trend, while red bars indicate a downward trend.
3. FM EMA (Exponential Moving Average)
The Fund Master EMA (Exponential Moving Average) helps smooth out FM value fluctuations
and identify the overall trend.
When the candle crossover FM EMA, it is a sign of the start of short term bull, vice vera.
When the candle is above FM EMA, it is a sign of short term bull, vice versa.
4. EMA of FM EMA
This is an EMA of the Fund Master EMA, which can provide additional insights into the
trend's strength.
5. Candle Turn Green or Red
This feature generates alerts to signal potential trend changes.
6. Bottom Deviation & Top Deviation
Line plot and label of these deviation will show on indicator and the price chart to help user
identify potential buying and selling opportunities.
7. Alertcondition for Turn Green or Turn Red
User can set the alert using the Create Alert (the Clock Icon).
8. Table Summary
A table summary is provided to show indicator name, FM value, FM candle status,
Crossover, Crossunder, Turn Green, Turn Red status, Bar Number etc.
A tooltip for Filter Setting and a filter status check.
SOP to use the indicator:
Table (GR1):
Show Table: This option enables or disables the display of the table.
Text Size: This option allows you to set the text size for the table entries.
Width: This option sets the width of the table.
Fund Master Candle Color Setting (GR2):
FM candle will up by default.
This option enables the color setting of Fund Master candle.
Up: This option sets the color of the Fund Master candle for uptrend.
Down: This option sets the color of the Fund Master candle for downtrend.
Fund Master Bar and Color Setting (GR3):
Show Fund Master Bar: This option enables or disables the display of the Fund Master bar.
Up: This option sets the color of the Fund Master bar for uptrend.
Down: This option sets the color of the Fund Master bar for downtrend.
Fund Master EMA plots (GR4):
Show FM EMA: This option enables or disables the display of the Fund Master EMA line.
Look Back Period: This option sets the lookback period for the Fund Master EMA calculation.
EMA Color: This option sets the color of the Fund Master EMA line.
Show EMA of FM EMA: This option enables or disables the display of the EMA of the Fund Master EMA line.
Look Back Period 2: This option sets the lookback period for the EMA of the Fund Master EMA calculation.
Alerts: Fund Master Crossover & Crossunder EMA Line or 0 (GR5):
Show FM Crossover 0: This option enables or disables the display of the alert for FM crossover above the 0 line.
Show FM Crossunder 0: This option enables or disables the display of the alert for FM crossover below the 0 line.
Show FM Crossover EMA: This option enables or disables the display of the alert for FM crossover above the EMA line.
Show FM Crossunder EMA: This option enables or disables the display of the alert for FM crossover below the EMA line.
Bottom and Top Deviation (GR6):
Show Bottom Deviation: This option enables or disables the display of the bottom deviation line.
Show Top Deviation: This option enables or disables the display of the top deviation line.
Turn Green, Turn Red Alert (GR7):
Show Turn Green/Red Alerts: This option enables or disables the display of alerts for when the Fund Master value changes direction.
Current & Turn Green/Red Alerts: This option sets the number of bars to look back for the turn green/red alerts.
Band and User Input Setting (GR8):
100: This option enables or disables the display of the 100 band.
0: This option enables or disables the display of the 0 band.
-100: This option enables or disables the display of the -100 band.
User Input: This option enables or disables the display of a custom band based on user input.
Value: This option sets the value for the custom band.
Disclaimer
Attached chart is for the purpose of illustrating the use of indicator, no recommendation of buy/sell.
In this chart, all features in the setting are turned on (default and non default).
This chart is used to demonstrate the FM trend movement from mid-term bear to mid-term bull,
short-term bear and bull, bottom deviation and top deviation.
Hope this help. Merry Christmas and Happy New Year.
Market Capital Gain Loss By Abhay B. JagdaleMarket Capital Gain Loss (MCGL) by Abhay B. Jagdale is an advanced indicator designed to visualize and analyze the market capitalization of a stock based on real-time price data. It leverages financial metrics and price action to help traders and investors understand how the stock's valuation evolves over time.
This script calculates market capitalization using the stock's Total Shares Outstanding (TSO), combined with open, high, low, and close prices. The results are displayed in an easy-to-read format, using the following visual elements:
Step Line Plot: Shows the market capitalization trend, where green indicates a positive change and red indicates a negative change compared to the previous bar.
Custom Candles: Represent the market cap's open, high, low, and close values, offering a candle-like visualization for valuation.
Dynamic Labels: Display the high, current, and low market capitalization values for each bar, giving users a clear snapshot of key data points.
Features:
Automatically calculates market capitalization using financial data for supported stocks.
Highlights gains and losses with intuitive color-coding (green for gains, red for losses).
Displays detailed market capitalization metrics in labels for added clarity.
Suitable for all trading styles, including day trading and long-term analysis.
Use Cases:
Stock Valuation Tracking: Understand how market cap changes in real-time based on price action.
Trend Identification: Spot valuation trends and reversals using color-coded step lines and candles.
Market Cap Insights: Gain additional context about stock performance with dynamic labels showcasing high, low, and current capitalization.
Note: This indicator relies on the request.financial function to fetch the total shares outstanding (TSO). For stocks that don't support this data, the TSO will default to 0, and calculations will not be displayed. Ensure the stock symbol supports financial data to use this indicator effectively.
Disclaimer:
This script is intended for informational purposes only and should not be used as the sole basis for making trading decisions. Always conduct your own research before investing.
Advanced Trend Navigator Suite [QuantAlgo]Elevate your investing and trading with Advanced Trend Navigator Suite by QuantAlgo! 💫📈
The Advanced Trend Navigator Suite is a versatile technical indicator designed to empower investors and traders across all experience levels with clear, actionable market insights. Built on the proven Hull Moving Average framework and enhanced with proprietary trend scoring technology, this premium tool offers flexible integration with existing strategies while maintaining effectiveness as a standalone system. By combining reduced-lag HMA mechanics with dynamic state management, it provides investors and traders the ability to identify and capitalize on trending opportunities while maintaining robust protection against market noise. Whether your focus is on position trading, swing trading, or long term investing, the Advanced Trend Navigator Suite adapts to various market conditions and asset classes through its customizable parameters and intuitive visual feedback system.
🏛️ Indicator Architecture
The Advanced Trend Navigator Suite provides a sophisticated framework for assessing market trends through a harmonious blend of HMA dynamics and state-based calculations. Unlike traditional moving average systems that use fixed parameters, this indicator incorporates smart trend scoring measurements to automatically adjust its sensitivity to market conditions. The core algorithm employs an optimized HMA system combined with multi-window trend evaluation, creating a self-adjusting mechanism that adapts based on market momentum. This adaptive approach allows the indicator to maintain its effectiveness across different market phases - from ranging to trending conditions. The trend scoring system acts as dynamic confirmation levels, while the gradient fills between HMA and price provide instant visual feedback on trend direction and strength.
📊 Technical Composition and Calculation
The Advanced Trend Navigator Suite is composed of several technical components that create a dynamic trending system:
Hull Moving Average System: Utilizes weighted calculations for primary trend detection
Trend Score Integration: Computes and evaluates momentum across multiple time windows
Dynamic State Management: Creates adaptive boundaries for trend validation
Gradient Visualization: Provides progressive visual feedback on trend strength
📈 Key Indicators and Features
The Advanced Trend Navigator Suite utilizes customizable length parameters for both HMA and trend calculations to adapt to different investing and trading styles. The trend detection component evaluates price action relative to the dynamic state system to validate signals and identify potential reversals.
The indicator incorporates multi-layered visualization with:
Color-coded HMA lines adapting to trend direction
Dynamic gradient fills between HMA and price
State-based candle coloring system
Clear trend reversal signals (▲/▼)
Precise entry/exit point markers
Programmable alerts for trend changes
⚡️ Practical Applications and Examples
✅ Add the Indicator: Add the indicator to your TradingView chart by clicking on the star icon to add it to your favorites ⭐️
👀 Monitor Trends: Watch the HMA line and gradient fills to identify trend direction and strength. The dynamic color transitions and candle coloring provide immediate visual feedback on market conditions.
🎯 Track Signals: Pay attention to the trend reversal markers that appear on the chart:
→ Long signals (▲) appear when price action confirms a bullish trend reversal
→ Short signals (▼) indicate validated bearish trend reversals
🔔 Set Alerts: Configure alerts for trend changes in both bullish and bearish directions, ensuring you never miss significant technical developments.
🌟 Summary and Tips
The Advanced Trend Navigator Suite by QuantAlgo is a sophisticated technical tool designed to support trend-following strategies across different market environments and asset classes. By combining HMA analysis with dynamic trend scoring, it helps traders and investors identify significant trend changes while filtering out market noise, providing validated signals. The tool's adaptability through customizable HMA lengths, trend scoring, and threshold settings makes it suitable for various trading/investing timeframes and styles, allowing users to capture trending opportunities while maintaining protection against false signals.
Key parameters to optimize for your investing and/or trading style:
HMA Length: Adjust for more or less sensitivity to trend changes
Analysis Period: Fine-tune trend calculations for signal stability
Window Range: Balance between quick signals and stability
Threshold Values: Customize trend validation levels
Visual Settings: Customize appearance with color and display options
The Advanced Trend Navigator Suite by QuantAlgo is particularly effective for:
Identifying sustained market trends
Detecting trend reversals with confirmation
Measuring trend strength and duration
Filtering out market noise and false signals
Remember to:
Allow the indicator to validate trend changes before taking action
Combine with volume and other form of analysis and/or system for additional confirmation
Consider multiple timeframes for a complete market view
Adjust thresholds based on market volatility conditions
DivergenceUnderstanding the Divergence Indicator
This indicator is designed to identify and analyze divergences between price action and multiple technical indicators across different timeframes. Divergence occurs when the price of an asset moves in one direction while a technical indicator moves in the opposite direction, potentially signaling a trend reversal or continuation.
Key Features
1. Customizable Parameters: Users can adjust settings for divergence detection, including:
- Bullish/Bearish divergence detection
- Regular/Hidden divergence identification
- Pivot lookback periods
- Weighting for different divergence types
2. Strength Calculation: The indicator calculates divergence strength based on the magnitude of divergence and user-defined weightings.
3. Visual Representation: Divergences are displayed on the chart with lines connecting price and indicator pivots, along with labels showing divergence strength.
Utility in Trading
1. Early Trend Reversal Signals: By identifying divergences, traders can anticipate potential trend reversals before they occur in price action.
2. Trend Continuation Confirmation: Hidden divergences can help confirm the continuation of an existing trend.
3. Multi-Timeframe Analysis: The indicator allows for divergence detection across various timeframes, enhancing the reliability of signals.
4. Risk Management: Traders can use divergence signals to adjust their stop-loss levels or take profits on existing positions.
5. Comprehensive Market View: By analyzing multiple indicators simultaneously, traders gain a more robust assessment of market conditions.
6. Objective Strength Evaluation: The divergence strength calculation provides an objective measure of signal significance.
By incorporating this divergence indicator into their trading strategy, traders can potentially improve their market timing, risk management, and overall trading performance.
Cumulative Force Oscillator with MACDCumulative Force Oscillator with MACD
The Cumulative Force Oscillator with MACD is an advanced technical indicator designed to provide traders with a unique perspective on market momentum and trend strength. By combining the power of cumulative candle force analysis with MACD crossover signals, this indicator offers a multifaceted approach to market analysis.
Key Features
1. Cumulative Force Calculation**: Measures the net force of price movements over a specified number of candles.
2. MACD Integration**: Incorporates MACD crossover signals for additional trend confirmation.
3. Visual Cues**: Utilizes color-coded oscillator lines and background zones for easy interpretation.
4. **Dynamic Labeling**: Displays real-time force values and percentage changes.
How It Works
Cumulative Force Calculation
The indicator calculates the "force" of each candle by subtracting the open price from the close price. It then sums this force over a user-defined number of candles to create a cumulative force value. This value oscillates above and below zero, indicating bullish or bearish pressure respectively.
MACD Crossover Detection
The indicator uses the standard MACD (12, 26, 9) to detect bullish and bearish crossovers. These crossovers are visually represented by colored background zones, providing an additional layer of trend confirmation.
Visual Representation
- The main oscillator line is plotted in green when above zero (bullish) and red when below zero (bearish).
- Background colors change based on MACD crossovers: light blue for bullish crossovers and light orange for bearish crossovers.
- A dynamic label displays the current cumulative force value and its percentage change from the previous period.
Interpretation
1. Oscillator Line : When the line is above zero, it indicates net bullish pressure; below zero suggests net bearish pressure.
2. Oscillator Momentum : The steepness and direction of the oscillator line indicate the strength and direction of the current market force.
3. MACD Crossovers : Blue background zones suggest potential bullish trends, while orange zones indicate potential bearish trends.
4. Divergences : Look for divergences between the oscillator and price action for potential trend reversal signals.
Customization
Users can customize several aspects of the indicator :
- Number of candles for force calculation
- Label offset and text size
- Color schemes (through code modification)
Conclusion
The Cumulative Force Oscillator with MACD is a versatile tool that combines momentum analysis with trend confirmation signals. By providing a visual representation of cumulative market force alongside MACD crossovers, it offers traders a comprehensive view of market dynamics. This indicator can be particularly useful for identifying potential trend reversals, confirming existing trends, and gauging overall market strength.
Smart Moving Average Trend IndicatorThe Smart Moving Average Trend Indicator is designed to provide traders with a comprehensive analysis of market trends, confirmations, and potential reversals. Here’s a detailed description of its technical features:
Technical Features
Moving Average Calculation:
Simple Moving Average (SMA): The indicator calculates a simple moving average over a user-defined period (default is 14 bars). This average helps smooth out price fluctuations and identify the overall direction of the trend.
Trend Detection:
Primary Trend: Identifies long-term trends (weeks to months) based on price movement above or below the SMA.
Secondary Trend: Tracks short-term corrections or retracements against the primary trend.
Minor Trend: Monitors short-term fluctuations, providing insights into immediate market movements.
Volume Confirmation:
The indicator assesses whether the current volume exceeds a threshold (default is 1.5 times the SMA of volume). A price increase accompanied by higher volume indicates stronger trend validity.
Trendline Detection:
The script draws trendlines for primary, secondary, and minor trends, visually assisting traders in identifying potential support and resistance levels. These trendlines help visualize the overall market structure.
Trend Reversal Signals:
The indicator highlights potential trend reversals based on specific conditions (e.g., lower troughs or peaks). This feature allows traders to anticipate changes in trend direction, increasing the likelihood of capturing significant price moves.
Alerts:
Alert Conditions: The indicator includes alert conditions for potential trend reversals and volume confirmations. Traders can set up alerts to be notified when these conditions are met, facilitating timely decision-making.
Visual Indications:
Background Color: Changes the background color to red when a potential trend reversal is detected, providing a clear visual cue.
Volume Confirmation Markers: Displays small upward labels below bars when volume confirmation is present, indicating significant trading activity accompanying price movements.
Overall Benefits
Multi-Faceted Analysis: The combination of trend detection, volume analysis, and reversal signals provides a holistic view of market dynamics.
Enhanced Decision-Making: With alerts and visual cues, traders can make more informed decisions, potentially increasing their success in identifying entry and exit points.
Flexibility: Users can customize the moving average length and volume threshold, allowing the indicator to adapt to different trading strategies and timeframes.
This Smart Moving Average Trend Indicator is particularly useful for traders looking to capture trends while minimizing noise and false signals, making it a valuable tool in technical analysis.
Dynamic Signal EngineDynamic Signal Engine
The Dynamic Signal Engine is a powerful and versatile indicator, designed to help traders make informed decisions by combining trend analysis with key support and resistance levels. This tool is inspired by the Linear Regression Oscillator , which laid the foundation for this enhanced implementation. By building on the original concept, this script introduces additional features, customization, and integration with dynamic trading strategies to suit diverse trading styles.
Key Features
Inspiration and Foundation
This indicator draws inspiration from the Linear Regression Oscillator , leveraging its robust trend detection capabilities while adding custom enhancements for broader functionality and user adaptability.
Trading Style Customization
Adaptable for Scalping, Intraday, and Swing Trading with dynamic parameter adjustments for each style.
User-defined inputs for thresholds, lookback periods, and visualization options provide further control.
Enhanced Linear Regression Oscillator (LRO)
A refined implementation of the LRO calculates deviations from a regression line, normalized for improved trend detection.
Identifies bullish and bearish crossovers with added alerts and visual markers.
Includes proximity alerts for critical thresholds to help traders anticipate key market movements.
Dynamic Support and Resistance Integration
Incorporates ENIGMA Signal Logic to identify swing highs and lows, dynamically marking them as fractal support and resistance levels.
When a sell signal from ENIGMA is generated, traders can choose to sell immediately or use the low of the previous candle as the entry point. Similarly, for a buy signal, traders can buy immediately or use the high of the previous candle for entry. These signals are visually indicated by a green triangle for buy signals, ensuring clear and actionable insights.
Advanced Visualization
Displays key levels with customizable horizontal lines (solid, dashed, or dotted) and labels for clarity.
Candle colours and mini arrows highlight trends and potential trading opportunities.
Real-Time Alerts
Alerts for LRO threshold crossings and swing-level breaches keep you updated without the need for constant monitoring.
Optimized for Usability
Designed to keep charts clean by limiting displayed trades and signals to recent activity.
Adjustable parameters ensure flexibility and a user-friendly experience.
How It Works
Trend Detection with Enhanced LRO
The indicator builds on the Linear Regression Oscillator , calculating oscillations of price movements and normalizing them for trend analysis. Crossovers and threshold proximity are visualized on the chart and trigger alerts for potential market shifts.
Dynamic Support and Resistance Levels
The ENIGMA Signal Logic identifies recent swing highs and lows, marking them as key levels. These levels are dynamically updated as new swing points are detected, providing actionable support and resistance zones.
Signal Confirmation
Buy or sell signals are confirmed when:
Price breaches the swing levels.
The LRO aligns with directional bias (e.g., bearish crossover for sell signals).
Signals are further clarified by ENIGMA's green triangle indicators, showing key buy and sell opportunities.
Visualization and Alerts
Signals are displayed using arrows, labelled horizontal lines, and optional candle colours. Alerts notify traders of key events, such as LRO threshold crossings or swing-level breaches.
How to Use
Choose your Trading Style: Scalping, Intraday, or Swing Trading. The indicator adjusts its default settings automatically.
Fine-tune parameters like LRO thresholds, line lengths, and the number of visible trades to suit your preferences.
Observe the chart for signals:
Green arrows and lines indicate buy opportunities.
Red arrows and lines signal sell opportunities.
Use the alert system to stay informed about LRO thresholds and signal confirmations.
Integrate the indicator with your existing trading strategy for better decision-making.
Acknowledgement
This script was inspired by the Linear Regression Oscillator . While it builds on the core concept, this implementation introduces unique enhancements, such as dynamic signal integration, trading style adaptability, and advanced visualization tools, making it a highly customizable and versatile tool for traders.
Disclaimer
This indicator is intended for educational purposes only and should not be considered financial advice. Always perform due diligence and apply appropriate risk management when trading.
TAPDA Hourly Open Lines (Candle Body Box)-What is TAPDA?
TAPDA (Time and Price Displacement Analysis) is based on the belief that markets are driven by algorithms that respond to key time-based price levels, such as session opens. Traders who follow TAPDA track these levels to anticipate price movements, reversals, and breakouts, aligning their strategies with the patterns left by these underlying algorithms. By plotting lines at specific hourly opens, the indicator allows traders to visualize where the market may react, providing a structured way to trade alongside the algorithmic flow.
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**Sauce Alert** "TAPDA levels essentially act like algorithmic support and resistance" By plotting these hourly opens, the TAPDA Hourly Open Lines indicator helps traders track where algorithms might engage with the market.
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-How It Works:
The indicator draws a "candle body box" at selected hours, marking the open and close prices to highlight price ranges at significant times. This creates dynamic zones that reflect market sentiment and structure throughout the day. TAPDA levels are commonly respected by price, making them useful for identifying potential entry points, stop placements, and trend reversals.
-Key Features:
Customizable Hour Levels – Enable or disable specific times to fit your trading approach.
Color & Label Control – Assign unique colors and labels to each hour for better visualization.
Line Extension – Project lines for up to 24 hours into the future to track key levels.
Dynamic Cleanup – Old lines automatically delete to maintain chart clarity.
Manual Time Offset – Adjust for broker or server time zone differences.
-Current Development:
This indicator is still in development, with further updates planned to enhance functionality and customization. If you find this script helpful, feel free to copy the code and stay tuned for new features and improvements!
Trend Trading SetupTrend Trading Setup is an indicator that is designed to assist with trend trading by indicating when the basic conditions for a trade in either direction are met.
Note: Default values assume the 1-hour chart
The idea is that this will allow a trader to know for the first glance if a market is worthy of closer inspection or not.
Indicator Features:
1. Simple Moving Averages - defining the basic trade conditions
5 - Day Moving Average
20 - Day Moving Average
50 - Day Moving Average
2. Visualisation of The Price Location In Relation To The 5 - Day Moving Average
If price is above the 5-day Moving Average, the space between them is green. If price is below the 5-day Moving Average, the space between them is red.
3. Risk Management Section - calculates an ATR-based stop loss.
4. Indication When The Conditions Are Met
If the conditions for a bullish bias are met, the chart background is green. If the conditions for a bearish bias are met, the chart background is red. If none of the conditions are met, the chart background is left as is.
A user can adjust the length of any of the Moving Averages as well as the length of the ATR and the ATR Multiplier for the stop loss size. Default values assume the 1-hour chart, but surprisingly the settings seem to show logical results also on other time frames.
The Setup:
Bullish - 5-day Moving Average is above the 50-day Moving Average. The slope of both of the Moving Averages is positive and the price has to be above the 5-day Moving Average.
Bearish - Exactly the same as for the bullish bias, but opposite.
I do not recommend to take this Trend Trading Setup indicator as the only reason for a position. However, I believe it can be very useful to show when the overall conditions are in favour of a long position or in favour of a short position.
