Trended CVD [Mxwll]Hey!
This indicator "Trended CVD" categorizes price movement by trend (using zig zag) and calculates cumulative volume delta for the entirety of the price move.
Features
CVD calculated for the trend
CVD divergences are distinguished (uptrend and falling CVD / downtrend and rising CVD)
CVD output normalized to scale with chart, and is plotted alongside the trend
Can be used for trend confirmation (CVD trend correlating with price trend)
All regular zig-zag features available
What constitutes a trend is customizable. Can locate small, medium, large price trends with detailed user-input settings.
How-To Use Trended CVD
The image above shows one of two primary uses for the indicator.
In the left-half of the image, price is downtrending simultaneously with CVD; thereby, CVD is confirming the downtrend.
The right-half of the image shows price uptrending simultaneously with CVD; CVD is confirming the uptrend.
This information can be used to classify the "strength" of the price move, and decide to trade with it or against it.
The image above shows the second primary use for the indicator.
A slight price decrease transpires while CVD increases - CVD diverging upwards from the price trend.
This information can be used to classify the strength of the downtrend, and decide to trade against it, or abstain from trading with it.
The image above shows, subsequent to divergence, price failed to sustain "meaningful" downwards movement.
Labels oriented at the final pivot of a trend show the cumulative volume delta for the entirety of the price move (distinguishable by the superimposed zig zag line).
That's really it! A more complex concept integrated with a simple output.
Thank you!
波動分析
Squeeze & Release [AlgoAlpha]Introduction:
💡The Squeeze & Release by AlgoAlpha is an innovative tool designed to capture price volatility dynamics using a combination of EMA-based calculations and ATR principles. This script aims to provide traders with clear visual cues to spot potential market squeezes and release scenarios. Hence it is important to note that this indicator shows information on volatility, not direction.
Core Logic and Components:
🔶EMA Calculations: The script utilizes the Exponential Moving Average (EMA) in multiple ways to smooth out the data and provide indicator direction. There are specific lengths for the EMAs that users can modify as per their preference.
🔶ATR Dynamics: Average True Range (ATR) is a core component of the script. The differential between the smoothed ATR and its EMA is used to plot the main line. This differential, when represented as a percentage of the high-low range, provides insights into volatility.
🔶Squeeze and Release Detection: The script identifies and highlights squeeze and release scenarios based on the crossover and cross-under events between our main line and its smoothed version. Squeezes are potential setups where the market may be consolidating, and releases indicate a potential breakout or breakdown.
🔶Hyper Squeeze Detection: A unique feature that detects instances when the main line is rising consistently over a user-defined period. Hyper squeeze marks areas of extremely low volatility.
Visual Components:
The main line (ATR-based) changes color depending on its position relative to its EMA.
A middle line plotted at zero level which provides a quick visual cue about the main line's position. If the main line is above the zero level, it indicates that the price is squeezing on a longer time horizon, even if the indicator indicates a shorter-term release.
"𝓢" and "𝓡" characters are plotted to represent 'Squeeze' and 'Release' scenarios respectively.
Standard Deviation Bands are plotted to help users gauge the extremity and significance of the signal from the indicator, if the indicator is closer to either the upper or lower deviation bands, this means that statistically, the current value is considered to be more extreme and as it is further away from the mean where the indicator is oscillating at for the majority of the time. Thus indicating that the price has experienced an unusual amount or squeeze or release depending on the value of the indicator.
Usage Guidelines:
☝️Traders can use the script to:
Identify potential consolidation (squeeze) zones.
Gauge potential breakout or breakdown scenarios (release).
Fine-tune their entries and exits based on volatility.
Adjust the various lengths provided in the input for better customization based on individual trading styles and the asset being traded.
BDC - Bitcoin (BTC) Dominance Change [Logue]Bitcoin Dominance Change. Interesting things tend to happen when the Bitcoin dominance increases or decreases rapidly. Perhaps because there is overexuberance in the market in either BTC or the alts. In back testing, I found a rapid 13-day change in dominance indicates interesting switches in the BTC trends. Prior to 2019, the indicator doesn't work as well to signal trend shifts (i.e., local tops and bottoms) likely based on very few coins making up the crypto market.
The BTC dominance change is calculated as a percentage change of the daily dominance. You are able to change the upper bound, lower bound, and the period (daily) of the indicator to your own preferences. The indicator going above the upper bound or below the lower bound will trigger a different background color.
Use this indicator at your own risk. I make no claims as to its accuracy in forecasting future trend changes of Bitcoin.
Cycles MasterCycles Master Indicator
The "Cycles Master" indicator is a powerful tool designed to reveal cyclical patterns within market trends. It operates with precision, allowing users to adjust cycle lines to the top of prices using the "Multiplication" parameter.
Multiplication: Aligning Cycle Lines
The "Multiplication" parameter serves a crucial role in aligning cycle lines with the upper extremes of price action. Increasing this value adjusts the cycles upward, offering a clearer view of cyclical patterns in relation to price peaks.
MA Length: Cycle Frequency
Meanwhile, the "MA Length" parameter determines the frequency of cycles displayed on the chart. A shorter length leads to more frequent cycles, capturing shorter-term market fluctuations. In contrast, a longer length smooths out cycles, revealing longer-term trends.
Interpreting the Indicator:
Each line represents a unique cyclical variation derived from the chosen moving average type and its parameters.
The alignment of these cycles with price peaks assists in spotting potential trend reversals or shifts in market momentum.
Usage Recommendations:
Adjust the "Multiplication" value to precisely align cycle lines with price peaks, aiding in accurate identification of cyclic patterns in relation to market highs.
Tailor the "MA Length" parameter to capture cycles of varying frequencies, catering to short-term fluctuations or longer-term trends.
Complement this indicator with additional analysis tools for a comprehensive market assessment.
Gradient Vertical Box: Cycle Line Colors
Located at the middle right of the chart, the gradient vertical box showcases varying colors that correspond to the cycle lines displayed. The colors portray the intensity and diversity of the cycles observed within the market.
Within this gradient vertical box, the top of the gradient is marked with an "H," symbolizing the Highs of cycles, while the bottom displays an "L," signifying the Lows of cycles. This arrangement provides a clear visual reference for interpreting the cycle lines.
Risk Advisory:
While the indicator assists in market analysis, it should be used alongside other indicators or analysis methods.
It does not guarantee specific market outcomes; hence, traders should practice caution and employ proper risk management strategies.
Trend Strength GaugeTrend Strength Gauge with Modified Hull Moving Average (HMA)
Overview:
The indicator combines a modified Hull Moving Average (HMA) with a visual gauge that represents the strength and direction of the current trend. This helps traders quickly assess the trend's vigor and direction.
Key Features:
Modified Hull Moving Average (HMA):
Purpose: The HMA is a smoothed moving average designed to reduce lag and provide more responsive trend signals.
The indicator displays two HMA line and SMA line on the chart and fill color between them
based on HMA is above SMA or not.
Trend Strength Gauge:
Visualization: Below the chart, there's a gauge represented by gradient line gauge with "V" symbol.
The gauge line change color based on the direction of the trend.
Additionally, symbol "V" moves from solid color to transparent, indicating the trend's strength gradient.
Up Trend:
Dn Trend:
Trend Assessment:
When "V" at the strong teal collor it represents a strong positive trend (uptrend).
When "V" at the strong white collor it Indicates a strong negative trend (downtrend).
Arrow Movement: The symbol 'V' transitions from a solid color (teal or white) to a more transparent shade based on the strength of the trend.
Usage:
Trend Confirmation: Traders can use this indicator to confirm trends and assess their strength before making trading decisions.
Entry/Exit Points: The changing colors and transparency levels of the 'V' symbols can assist in identifying potential entry or exit points.
Can be used as a simple Hull indicator
This combined indicator simplifies trend analysis by offering an easily understandable visual representation of trend strength and direction.
Remember, while indicators are valuable tools, successful trading requires a comprehensive approach that incorporates multiple sources of information and risk management strategies.
Always exercise caution, apply critical thinking, and consider the broader market context when using indicators to make informed trading decisions.
Cumulative Volume Value (BTC)The Cumulative Volume Value (BTC) indicator is designed to visualize and analyze cumulative volume data specific to Bitcoin. This indicator provides insights into the total volume transacted over a time, aiding in understanding market activity and potential value of Bitcoin.
It considers whether the closing price is greater than the opening price over the defined length, adding or subtracting volume accordingly.
The Cumulative Volume Value (BTC) indicator offers a valuable perspective on Bitcoin's market activity by visualizing cumulative volume and providing insights into potential market tops, bottoms, and the relationship between volume and BTC value movements.
Peaks in the cumulative volume might suggest potential tops in the BTC market, indicating periods of intense trading activity.
Conversely, bottoms in cumulative volume might signal potential market bottoms, representing phases of reduced trading activity or consolidation.
This is how human psychology works. The greatest activity is close to the peak and the worst when the price of BTC has decreased to the level when people lose interest and faith in the cryptocurrency market and the volume of trades falls, then the best time to buy.
Important Considerations:
Historical patterns suggest a relationship between cumulative volume and market tops/bottoms, but this indicator should be used in conjunction with other technical analysis tools for informed trading decisions.
Past performance of cumulative volume in relation to market tops or bottoms does not guarantee future outcomes in financial markets.
Volatility ZigZagIt calculates and plots zigzag lines based on volatility and price movements. It has various inputs for customization, allowing you to adjust parameters like source data, length, deviation, line styling, and labeling options.
The indicator identifies pivot points in the price movement, drawing lines between these pivots based on the deviation from certain price levels or volatility measures.
The script labels various data points at the ZigZag pivot points on the chart. These labels provide information about different aspects of the price movement and volume around these pivot points. Here's a breakdown of what gets labeled:
Price Change: Indicates the absolute and average percentage change between the two pivot points. It displays the absolute or relative change in price as a percentage. Additionally, the average absolute price increase or the average rate of increase can also be labeled.
Volume: Shows the total volume and average volume between the two pivot points.
Number of Bars: Indicates the number of bars between the current and the last pivot point.
Reversal Price: Displays the price of the reversal point (the previous pivot).
Volume Spread Analysis [Ahmed]Greetings everyone,
I'm thrilled to present a Pine Script I've crafted for Volume Spread Analysis (VSA) Indicator. This tool is aimed at empowering you to make smarter trading choices by scrutinizing the volume spread across a specified interval.
The script delivers a comparative volume analysis, permitting you to fix the type and length of the moving average. It subsequently delineates the moving average (MA), MA augmented by 1 standard deviation (SD), and MA increased by 2 SD. You can fully personalize the color coding for these echelons.
Volume Spread Analysis is an analytical technique that scrutinizes candles and the volume per candle to predict price direction. It considers the volume per candle, the spread range, and the closing price.
To effectively leverage VSA, you need to adhere to a few steps:
1. Ensure you use candlesticks for trading. Other chart types like line, bar, and renko charts may not yield optimal results.
2. Confirm that your broker provides reliable volume data.
3. Be mindful of the chart's timeframe. Volume analysis may not be effective on very short timeframes such as a minute chart. I recommend using daily, weekly, or monthly charts.
Another tip is to examine the spread between the price bars and the volume bars to discern the trend.
The script not only makes it easier to integrate these principles into your trading but also brings precision and convenience to your analysis.
Please remember to adhere to Tradinview terms of service when using the script. Happy trading!
Cumulative Volume PriceCumulative Volume Price
Purpose :
The indicator aims to display a weighted average price based on cumulative volume and cumulative price within defined lengths.
How it works
Calculation Steps:
Cumulative Volume (cumvol): the cumulative total volume.
Cumulative Price (cumprice): the cumulative closing price.
Net Value (net): Calculates the weighted average price by dividing the cumulative price by the cumulative volume.
Formula:
net = (cumulative price * volume) / cumulative volume
Check for Rising Trend:
Utilizes a simple moving average to detect rising trends.
Uses the ta.rising() function to identify if the simple moving average is rising.
If the condition is met, the net value is retained; otherwise, it is inverted.
Interpretation:
Positive Values (Green): Indicates a positive weighted volume average price, potentially suggesting upward price momentum or buying pressure.
Negative Values (Red): Represents a negative weighted volume average price, possibly signaling downward price momentum or selling pressure.
Usage:
Trend Confirmation: Helps confirm trends based on changes in the weighted average price.
Volume-Price Relationship: Illustrates the relationship between cumulative volume and price movement.
Zig-Zag Open Interest Footprint [Kioseff Trading]Hello!
This script "Zig Zag Open Interest Footprint" calculates open interest x price values for zig zag trends!
Features
Open interest footprints anchored to zig zag trends
Summed OI x price level footprints
Total OI (for each category) for the entire trend shown
Standard POC lines, in addition to separated POC lines for each category of open interest x price possibility
Up to 9999 profile rows per zigzag trend
Stylistic options for profiles
Configurable zig zag - footprints generated for small to large trends
The zigzag indicator is configurable as normal; minor and major trend volume footprints are calculable. This indicator can be thought of as "Open Interest Footprint for Trends''.
Up to 9999 open interest levels (price levels) can be calculated for each profile, thanks to the new polyline feature, allowing for less aggregation / more precision of open interest at price.
Zig Zag OI Footprints
The image above shows primary functionality!
Green = Higher OI + Higher Price
Yellow = Lower OI + Higher Price
Purple = Higher OI + Lower Price
Red = Lower OI + Lower Price
Profiles are generated for each trend identified by the zigzag indicator.
The image above shows the indicator calculating open interest x price for specific price blocks on the footprint. Aggregate open interest for the identified trend is displayed over the profile!
Neon highlighted values correspond to the highest open interest change for the category. This is a configurable option :D
The image above shows POC lines for each category of open interest x price!
Additionally, you can select to show a single POV for footprint - the single level the greatest amount of OI change occurred.
The indicator is robust enough to calculate on "long zig zags" and "short zig zags"; curved profiles can also be used!
The image above shows key levels, each OI footprint, and summed OI values for the current trend!
That's about it :D
This indicator is part of a series titled "Bull vs. Bear" - a suite of profile-like indicators I will be releasing over the coming days. Thanks for checking this out!
If you have any suggestions please feel free to share!
Dynamic Sine Wave The Dynamic Sine Wave is designed to calculate a sine wave that reflects the oscillations between the highest high and lowest low points over a specified period, providing traders with a unique perspective on market trends.
Why a Sine Wave is Relevant:
A sine wave is relevant in this context because it is a mathematical function that represents periodic oscillations, making it suitable for capturing the cyclic nature of price movements in financial markets.
By using a sine wave, this indicator highlights the repetitive patterns of price highs and lows over a specified period, which can assist traders in identifying potential trend reversals or continuations.
The sine wave's amplitude and frequency are adjusted based on the highest high and lowest low points, ensuring that it adapts to market volatility and provides a dynamic representation of price action.
Overall, the "Dynamic Sine Wave" indicator offers a unique perspective on market dynamics, helping traders make informed decisions by visualizing the ebb and flow of prices.
Hull WavesThe Hull Waves indicator is based on the Hull Moving Averages (HMA), which are special moving averages that stand out for their ability to filter out market noise and offer a clearer view of price trends. Compared to traditional moving averages, HMAs are more responsive yet smoother, allowing traders to capture significant price movements without getting overwhelmed by short-term fluctuations.
The HMAs integrated into Hull Waves provide two distinct perspectives on the price trend:
8-period HMA: This short-term HMA is extremely reactive and closely follows price changes. It is ideal for capturing short-term trading signals while the medium-term 21-period HMA offers a more balanced view of price trends and identifies medium-term trends.
By crossing HMAs, traders can efficiently identify trend reversal points or strong market continuations.
Another feature of the indicator is the “fan” of dynamic lines, which acts as a visual float for price candles, allowing traders to quickly evaluate trading opportunities.
The "fan" or float of dynamic lines represents a visual representation of the candle's price movements. These lines extend from the start point to the end point, like an open fan. This visual approach makes the market dynamics immediately evident.
Strategy:
Long Entry Signal (Buy):
When the Hull Waves range shows a series of upward sloping lines and the Hull Moving Averages (e.g. 8-period HMA) crosses the 21-period HMA upwards, it is a long entry signal.
Confirmation of the signal can come from an increase in trader volume or other supporting indicators.
Place a buy order at the next closing price.
Short Entry Signal (Sell):
When the Hull Waves range shows a series of downward sloping lines and the Hull Moving Averages (e.g. 8-period HMA) crosses the 21-period HMA downward, it is a short entry signal.
Confirm the signal with an increase in trader volume or other relevant indicators.
Place a sell order at the next closing price.
Exit Signal (Closing a Position):
To close a long position, wait for a signal reversal, such as the Hull Moving Averages crossing downwards or a change in the Hull Waves range.
To close a short position, wait for a signal reversal, such as the Hull Moving Averages crossing higher or a change in the Hull Waves range.
ZigZag++ FibonacciAuto Fibonacci tools are powerful ways designed to simplify your technical analysis by automatically drawing Fibonacci retracement and extension levels on your chart. This indicator is built to enhance your trading experience with clearer market moves and informative insights.
You can easily spot your waves and patterns when the percentages are moving with you.
Key Features:
Automated Fibonacci Levels: Plots Fibonacci retracement and extension levels based on recent price movements.
Multi-Timeframe Support: This indicator is your versatile companion, offering multi-timeframe functionality. You can seamlessly track Fibonacci levels across different resolutions, providing a comprehensive view of the market.
Two Types of Fibs: Retracement and Timeframe extension Fibonacci levels. Use retracements to identify potential reversal points and extensions to anticipate price targets, giving you a well-rounded perspective on market movements.
Benefits:
Save Time: No more manual Fibonacci drawing; It does this for you in real-time.
Enhanced Analysis: Gain a deeper understanding of potential support, resistance, and price targets.
User-Friendly: Suitable for traders of all levels, this indicator simplifies complex technical analysis.
For the math lovers
I started creating the ZigZag++ based on the MT4 calculation as I found it better performing than the tradingview inbuilt one. I have revised the calculation couple of times and now the final calculation is simple yet more accurate for my analysis.
First, I observe the market direction for the last Depth setting by comparing the rate at which high values reduce and low values increase. When the number of ticks set by Deviation is crossed and the last cross is more than the Backstep candles, then we have our ZigZag points.
These are the points we use in our Fibonacci calculation.
Checkout ZigLib below to use the same logic in your scripts.
Sample usage
This is a 4 Hour configuration with the default settings.
When the trend reversed, some key points I watch are 0.618 and 0.5. The market retraced back and formed the new point for the next ZigZag line on that level. This market behaviour happens quite often on these Fibonacci points. I would be looking for reversal or a break in this zone to know the next step.
Resources
ZigZag++ Lib by me; for retrieving the line points.
Fibonacci Toolkit by Lux Algo; For drawing the Timeframe Fibs. Very Amazing script.
Zigzag Chart Points█ OVERVIEW
This indicator displays zigzag based on high and low using latest pine script version 5 , chart.point which using time, index and price as parameters.
Pretty much a strip down using latest pine script function, without any use of library .
This allow pine script user to have an idea of simplified and cleaner code for zigzag.
█ CREDITS
LonesomeTheBlue
█ FEATURES
1. Label can be show / hide including text can be resized.
2. Hover to label, can see tooltip will show price and time.
3. Tooltip will show date and time for hourly timeframe and below while show date only for day timeframe and above.
█ NOTES
1. I admit that chart.point just made the code much more cleaner and save more time. I previously using user-defined type(UDT) which quite hassle.
2. I have no plan to extend this indicator or include alert just I thinking to explore log.error() and runtime.error() , which I may probably release in other publications.
█ HOW TO USE'
Pretty much similar inside mentioned references, which previously I created.
█ REFERENCES
1. Zigzag Array Experimental
2. Simple Zigzag UDT
3. Zig Zag Ratio Simplified
4. Cyclic RSI High Low With Noise Filter
5. Auto AB=CD 1 to 1 Ratio Experimental
TREND LINES B/O By Vintage Trader_ The Analytical skillsThis indicator is based on trend lines breakout setup
Smart money conceptThe indicator tracks the smallest movements of price action. It can monitor and analyze market context, attempting to identify trends within each time frame.
If a candle has its entire body above the previous swing high, it indicates a strong upward momentum. The market is leaning towards an upward direction. If the candle remains within the range of the previous swing high, it signifies weak upward momentum. The market is reluctant to move higher.
If a candle has its entire body below the previous swing low, it reflects a strong downward momentum. The market is leaning towards a downward direction. If the candle remains within the range of the previous swing low, it indicates weak downward momentum. The market is reluctant to move lower.
Hosoda Waves ABCDEThe Hosoda Waves indicator was devised by Goichi Hosoda, who is also the creator of the Ichimoku system, with the idea that previous highs and lows could determine future price ranges that the market would react to.
Hosoda's projections are the NT, N, V, and E waves, which are derived from calculations based on both upward and downward ABC swings.
Hosoda's waves are derived from the following calculations:
NT Wave = C + (C - A)
N Wave = B + (B - A)
V Wave = B + (B - C)
E Wave = C + (B - A)
There are already scripts for the Hosoda waves, and my idea is to project an ABCDE swing simultaneously, meaning projecting three swings:
ABC, indicated with an A, resulting in NT-A, N-A, V-A, E-A.
BCD, indicated with a B, resulting in NT-B, N-B, V-B, E-B.
CDE, indicated with a C, resulting in NT-C, N-C, V-C, E-C.
Once the indicator is applied to the chart, the interactive Pine Script tool version 5 will prompt you to identify 5 points of "low-high-low-high-low" or "high-low-high-low-high," both for upward and downward movements and mixed.
Once clicked, these price points can be moved. If you change the time frame or market instrument, the indicator must be removed because it remains tied to the prices where it was initially drawn.
ABC on Recursive Zigzag [Trendoscope]There are several implementations of ABC pattern in tradingview and pine script. However, we have made this indicator to provide users additional quantifiable information along with flexibility to experiment and develop their own strategy based on the patterns.
🎲 Highlights of this indicator over other ABC implementations are:
Implementation is based on recursive multi level zigzag allows bigger as well as smaller patterns to be identified
Allows users to set their trading rules with respect to entry, target and stop ratios, experiment and build their own strategy based on the ABC pattern.
Back test summary including win ratio and risk reward will help users understand the profitability based on different settings being used.
🎲 Concept of ABC Pattern
The ABC pattern, also known as the "Corrective Wave" or "Zigzag Pattern," is a fundamental concept in Elliott Wave Theory, which is widely used in technical analysis to identify and predict price movements in financial markets.
The ABC pattern is a three-wave corrective pattern that typically occurs within the context of a larger impulse or trending wave. It consists of two smaller waves in the opposite direction (A and C) separated by a corrective wave (B). These waves are labeled alphabetically and represent price movements.
Wave A (Impulse Wave): Wave A is the first leg of the ABC pattern and is characterized by a strong price move in the opposite direction of the prevailing trend. It is often driven by a fundamental or sentiment-driven event that temporarily disrupts the trend.
Wave B (Corrective Wave): Wave B is the corrective wave that follows Wave A. It represents a partial retracement of Wave A's price movement. Wave B can take various forms, such as a simple correction or a complex correction (e.g., a triangle or a flat correction). It typically doesn't retrace the entire length of Wave A.
Wave C (Impulse Wave): Wave C is the final leg of the ABC pattern and is characterized by a strong price move in the same direction as the prevailing trend. It often surpasses the starting point of Wave A and confirms the resumption of the larger trend.
🎲 Indicator Components
Upon loading the indicator on the chart, we can observe the following components on the chart.
Pattern Drawings is the graphical representation of present patterns. Please note that it is not necessary for patterns to be there on the chart all the time. Patterns will appear on the chart when price makes the patterns.
Trade Box is the box representing trade signals of the pattern. These trade levels are generated based on the user settings.
Summary Table is the back test summary containing details of historical pattern performance including Win Ratio and Risk Reward.
🎲 Indicator Settings
Details of each user settings are provided in the tooltips. Below is the snapshot of it.
🎲 Alerts
Basic level of alerts are built in the script using alert function to highlight the following conditions:
New ABC Pattern
Updates to existing Pattern
Both conditions will alert simple text messages. There is not much customization provided as part of this indicator. We will consider providing more options in future versions based on the interest and demand shown by users.
The Next Pivot [Kioseff Trading]Hello!
This script "The Next Pivot" uses various similarity measures to compare historical price sequences to the current price sequence!
Features
Find the most similar price sequence up to 100 bars from the current bar
Forecast price path up to 250 bars
Forecast ZigZag up to 250 bars
Spearmen
Pearson
Absolute Difference
Cosine Similarity
Mean Squared Error
Kendall
Forecasted linear regression channel
The image above shows/explains some of the indicator's capabilities!
The image above highlights the projected zig zag (pivots) pattern!
Colors are customizable (:
Additionally, you can plot a forecasted LinReg channel.
Should load times permit it, the script can search all bar history for a correlating sequence. This won't always be possible, contingent on the forecast length, correlation length, and the number of bars on the chart.
Reasonable Assessment
The script uses various similarity measures to find the "most similar" price sequence to what's currently happening. Once found, the subsequent price move (to the most similar sequence) is recorded and projected forward.
So,
1: Script finds most similar price sequence
2: Script takes what happened after and projects forward
While this may be useful, the projection is simply the reaction to a possible one-off "similarity" to what's currently happening. Random fluctuations are likely and, if occurring, similarities between the current price sequence and the "most similar" sequence are plausibly coincidental.
That said, if you have any ideas on cool features to add please let me know!
Thank you (:
Trig-Log Scaled Momentum OscillatorTaylor Series Approximations for Trigonometry:
1. The indicator starts by calculating sine and cosine values of the close price using Taylor Series approximations. These approximations use polynomial terms to estimate the values of these trigonometric functions.
Mathematical Component Formation:
2. The calculated sine and cosine values are then multiplied together. This gives us the primary mathematical component, termed as the 'trigComponent'.
Smoothing Process:
3. To ensure that our indicator is less susceptible to market noise and more reactive to genuine price movements, this 'trigComponent' undergoes a smoothing process using a simple moving average (SMA). The length of this SMA is defined by the user.
Logarithmic Transformation:
4. With our smoothed value, we apply a natural logarithm approximation. Again, this approximation is based on the Taylor expansion. This step ensures that all resultant values are positive and offers a different scale to interpret the smoothed component.
Dynamic Scaling:
5. To make our indicator more readable and comparable over different periods, the logarithmically transformed values are scaled between a range. This range is determined by the highest and lowest values of the transformed component over the user-defined 'lookback' period.
ROC (Rate of Change) Direction:
6. The direction of change in our scaled value is determined. This offers a quick insight into whether our mathematical component is increasing or decreasing compared to the previous value.
Visualization:
7. Finally, the indicator plots the dynamically scaled and smoothed mathematical component on the chart. The color of the plotted line depends on its direction (increasing or decreasing) and its boundary values.
Custom SMA Plot It creates a custom indicator named "Custom SMA Plot (CSP)" that overlays on a price chart. The indicator fetches the closing prices and calculates a 14-period simple moving average (SMA) of these prices. This SMA is then visually represented as a blue line, which starts from the SMA value of the bar 100 candles ago and extends to the current bar's SMA value. The line has a thickness of 1 unit.
When price breaks over wave go long.
When price breaks below wave go short.
Price by Volume ColumnsThis indicator allows you to identify how price changes for a given time period are sensitive to the volume. You will identify these changes as bars in the bottom of the chart. You may see the changes in bars for better understanding of price movements, identify trends. Please take trades at your own risk and discretion
SRTL, 2EMA & TRAMASRTL - Support Resistance and Trend Line with Double EMA and TRAMA
The SRTL indicator is a powerful tool for technical analysis that seamlessly integrates support and resistance levels, trend lines, and moving average signals. It offers traders a comprehensive view of the market's dynamics, making it a valuable addition to any trading toolkit. Here's a concise summary of its key features and functionalities:
Key Features:
- Dynamic Support and Resistance Levels based on Pivot Points
- Trend Lines based on Recent Pivot Points
- Double Exponential Moving Averages (EMA) with adjustable lengths
- Trend Regularity Adaptive Moving Average (TRAMA) for trend identification
- Buy and Sell signals based on the crossover of EMAs
The indicator is composed of 4 main components:
1. Support and resistance levels: The indicator calculates support and resistance levels based on pivot points and a channel width parameter. These levels can be used to identify potential entry and exit points for trades. The script calculates and plots dynamic support and resistance levels based on pivot points. Users can adjust the period for calculating pivot points, loopback period, and S/R strength to customize the levels' sensitivity.
2. Trend Lines: The script identifies and plots trend lines based on recent pivot points. Users can customize the number of pivot points to consider and the start date to begin plotting the trend lines. The script identifies and plots trend lines based on recent pivot points. By adjusting the number of pivot points to consider and the start date, traders can visualize potential trends and assess the market's overall direction. This feature helps traders understand the prevailing market sentiment and make informed trading decisions.
3. Double Exponential Moving Averages (EMA): The script calculates and plots two Exponential Moving Averages (EMA) with customizable lengths. A crossover of these EMAs can be used as a signal for potential trend changes. The study calculates and displays two Exponential Moving Averages (EMA) with adjustable lengths. The crossover of these EMAs serves as a crucial signal for potential trend changes. When the faster EMA crosses above the slower EMA, a "Buy" signal is generated, and when the faster EMA crosses below the slower EMA, a "Sell" signal is generated.
4. Trend Regularity Adaptive Moving Average (TRAMA): The script calculates and plots the TRAMA, a unique adaptive moving average that helps identify trends and adapt to market conditions. The indicator includes the Trend Regularity Adaptive Moving Average (TRAMA), an adaptive moving average designed to identify trends and adapt to varying market conditions. TRAMA helps traders gauge the strength of a trend and provides valuable insights into potential trend reversals.
5. Signals: The script generates "Buy - Green" and "Sell- Red" signals based on the crossover of the two EMAs and Pivot Point Trend Levels. That Also Customizable.
How to Use:
The SRTL indicator is a powerful tool for technical analysis, offering multiple layers of information for traders. When the price approaches dynamic support or resistance levels, The dynamic support and resistance levels are based on pivot points and adjust to the market's current conditions. The trend lines help visualize potential trends and can be adjusted to show different numbers of pivot points. Additionally, the Double EMA and TRAMA lines provide further insight into the market's momentum and potential reversals. Traders can assess the potential for trend reversals or breakouts. The trend lines help visualize the market's prevailing direction, and the crossover of the Double EMA signals potential entry and exit points.
Traders should use this study as part of a broader trading strategy and combine it with other technical indicators, fundamental analysis, and risk management techniques. Additionally, it's essential to test the indicator thoroughly in a demo or back testing environment before applying it to live trading to ensure its compatibility with individual trading styles and preferences.
