On Balance Volume Oscillator of Trading Volume TrendOn Balance Volume Oscillator of Trading Volume Trend
Introduction
This indicator, the "On Balance Volume Oscillator of Trading Volume Trend," is a technical analysis tool designed to provide insights into market momentum and potential trend reversals by combining the On Balance Volume (OBV) and Relative Strength Index (RSI) indicators.
Calculation and Methodology
* OBV Calculation: The indicator first calculates the On Balance Volume, which is a cumulative total of the volume of up days minus the volume of down days. This provides a running tally of buying and selling pressure.
* RSI of OBV: The RSI is then applied to the OBV values to smooth the data and identify overbought or oversold conditions.
* Exponential Moving Averages (EMAs): Two EMAs are calculated on the RSI of OBV. A shorter-term EMA (9-period in this case) and a longer-term EMA (100-period) are used to generate signals.
Interpretation and Usage
* EMA Crossovers: When the shorter-term EMA crosses above the longer-term EMA, it suggests increasing bullish momentum. Conversely, a downward crossover indicates weakening bullish momentum or increasing bearish pressure.
* RSI Divergences: Divergences between the price and the indicator can signal potential trend reversals. For example, if the price is making new highs but the indicator is failing to do so, it could be a bearish divergence.
* Overbought/Oversold Conditions: When the RSI of OBV is above 70, it suggests the market may be overbought and a potential correction could be imminent. Conversely, when it is below 30, it suggests the market may be oversold.
Visual Representation
The indicator is plotted on a chart with multiple lines and filled areas:
* Two EMAs: The shorter-term EMA and longer-term EMA are plotted to show the trend of the OBV.
* Filled Areas: The area between the two EMAs is filled with a color to indicate the strength of the trend. The color changes based on whether the shorter-term EMA is above or below the longer-term EMA.
* RSI Bands: Horizontal lines at 30 and 70 mark the overbought and oversold levels for the RSI of OBV.
Summary
The On Balance Volume Oscillator of Trading Volume Trend provides a comprehensive view of market momentum and can be a valuable tool for traders. By combining the OBV and RSI, this indicator helps identify potential trend reversals, overbought and oversold conditions, and the strength of the current trend.
Note: This indicator should be used in conjunction with other technical analysis tools and fundamental analysis to make informed trading decisions.
지표 및 전략
Formation Defined Moving Support and ResistanceThe script was originally coded in 2018 with Pine Script version 3, and it was in protected code status. It has been updated and optimised for Pine Script v5 and made completely open source.
The Formation Defined Moving Support and Resistance indicator is a sophisticated tool for identifying dynamic support and resistance levels based on specific price formations and level interactions. This indicator goes beyond traditional static support and resistance by updating levels based on predefined formation patterns and market behaviour, providing traders with a more responsive view of potential support and resistance zones.
Features:
The indicator detects essential price levels:
Lower Low (LL)
Higher Low (HL)
Higher High (HH)
Lower High (LH)
Equal Lower Low (ELL)
Equal Higher Low (EHL)
Equal Higher High (EHH)
Equal Lower High (ELH)
By identifying these key points, the script builds a foundation for tracking and responding to changes in price structure.
Pre-defined Formations and Comparisons:
The indicator calculates and recognises nine different pre-defined formations, such as bullish and bearish formations, based on the sequence of price levels.
These formations are compared against previous levels and formations, allowing for a sophisticated understanding of recent market movements and momentum shifts.
This formation-based approach provides insights into whether the price is likely to maintain, break, or reverse key levels.
Dynamic Support and Resistance Levels:
The indicator offers an option to toggle Moving Support and Resistance Levels.
When enabled, the support and resistance levels dynamically adjust:
Upon a change in the detected formation.
When the bar’s closing price breaks the last defined support or resistance level.
This feature ensures that the support and resistance levels adapt quickly to market changes, giving a more accurate and responsive perspective.
Customisable Price Source:
Users can choose the price source for level detection, selecting between close or high/low prices.
This flexibility allows the indicator to adapt to different trading styles, whether the focus is on closing prices for more conservative levels or on highs and lows for more sensitive level tracking.
This indicator can benefit traders relying on dynamic support and resistance rather than fixed, historical levels. It adapts to recent price actions and market formations, making it useful for identifying entry and exit points, trend continuation or reversal, and setting trailing stops based on updated support and resistance levels.
Confirmed market structure buy/sell indicatorOverview
The Swing Point Breakout Indicator with Multi-Timeframe Dashboard is a TradingView tool designed to identify potential buy and sell signals based on swing point breakouts on the primary chart's timeframe while simultaneously providing a snapshot of the market structure across multiple higher timeframes. This dual approach helps traders make informed decisions by aligning short-term signals with broader market trends.
Key Features
Swing Point Breakout Detection
Swing Highs and Lows: Identifies significant peaks and troughs based on a user-defined lookback period.
Breakout Signals:
Bullish Breakout (Buy Signal): Triggered when the price closes above the latest swing high.
Bearish Breakout (Sell Signal): Triggered when the price closes below the latest swing low.
Visual Indicators: Highlights breakout bars with colors (lime for bullish, red for bearish) and plots buy/sell markers on the chart.
Multi-Timeframe Dashboard
Timeframes Monitored: 1m, 5m, 15m, 1h, 4h, 1D, and 1W.
Market Structure Status:
Bullish: Indicates upward market structure.
Bearish: Indicates downward market structure.
Neutral: No clear trend.
Visual Table: Displays each timeframe with its current status, color-coded for quick reference (green for bullish, red for bearish, gray for neutral).
Operational Workflow
Initialization:
Sets up a dashboard table on the chart's top-right corner with headers "Timeframe" and "Status".
Swing Point Detection:
Continuously scans the main timeframe for swing highs and lows using the specified lookback period.
Updates the latest swing high and low levels.
Signal Generation:
Detects when the price breaks above the last swing high (bullish) or below the last swing low (bearish).
Activates potential buy/sell setups and confirms signals based on subsequent price movements.
Dashboard Update:
For each defined higher timeframe, assesses the market structure by checking for breakouts of swing points.
Updates the dashboard with the current status for each timeframe, aiding in trend confirmation.
Visualization:
Colors the bars where breakouts occur.
Plots buy and sell signals directly on the chart for easy identification.
MACD Histogram Fibonacci Retracement LevelsMACD Histogram Fibonacci Retracement Level s.
MACD Histogram Fibonacci Retracement Levels indicator considers the highest and lowest histogram bar levels from Intraday Day Open.
Fibonacci retracement levels 23.6%, 38.2%, 50%, 61.8%, and 78.6% are displayed for the Highest and Lowest histogram bar .As the day progress revised Fibonacci Retracement Levels are set in based on change in Highest and Lowest histogram bar levels.
Histogram bars positions are monitored vis a vis the Fibonacci Retracement Levels to plan the trade entry or exit as per MACD indicator.
MACD and Signal levels are opted out to get clear histogram bar image on chart. Input check in box is available to display MACD and signal lines at Users option.
A Histogram intraday average line (Histo Intra Avg) indicate the intraday average movement of histogram bars.
MACD Histogram Fibonacci Retracement Levels is very useful to know the level of upward and downward Histogram bar movements vis a vis Fibonacci Retracement Levels compared to general MACD Indicator Histogram levels.
DISCLAIMER: For educational and entertainment purpose only .Nothing in this content should be interpreted as financial advice or a recommendation to buy or sell any sort of security/ies or investment/s.
Vexly_ML_levelsProvide a number into each box (start), (middle), (end)
this is for a buy zone, mid zone, sell zone.
This is mainly geared towards futures and is just a box drawing script.
There is no inherent alpha in this.
We use this to draw our own levels.
US Party Rule Indicator**Here's a description you can use for the indicator:**
**US Party Rule Indicator**
This indicator visually represents the political party in power in the United States over a specified period. It overlays a colored 200-day Exponential Moving Average (EMA) on the chart. The color of the EMA changes to reflect the ruling party, providing a visual representation of political influence on market trends.
**Key Features:**
- **Dynamic Color-Coded EMA:** The 200-EMA changes color to indicate the party in power (Red for Republican, Blue for Democrat).
- **Clear Visual Representation:** The colored EMA provides an easy-to-understand visual cue for identifying periods of different political parties.
- **Historical Context:** By analyzing the historical data, you can gain insights into potential correlations between party rule and market trends.
**How to Use:**
1. **Add the Indicator:** Add the "US Party Rule Indicator" to your chart.
2. **Interpret the Color:** The color of the 200-EMA indicates the ruling party at that time.
3. **Analyze Market Trends:** Use the indicator to identify potential correlations between political events and market movements.
**Note:** This indicator is for informational purposes only and should not be used as the sole basis for investment decisions. Always conduct thorough research and consider consulting with a financial advisor.
Returns Stationarity Analysis (YavuzAkbay)This indicator analyzes the stationarity of a stock's price returns over time. Stationarity is an important property of time series data, as it determines the validity of statistical analysis and forecasting methods.
The indicator provides several visual cues to help assess the stationarity of the price returns:
Price Returns: Displays the daily percentage change in the stock's closing price.
Moving Average: Shows the smoothed trend of the price returns using a simple moving average.
Z-Score: Calculates the standardized z-score of the price returns, highlighting periods of significant deviation from the mean.
Autocorrelation: Plots the autocorrelation of the price returns, which measures the persistence or "memory" in the time series. High autocorrelation suggests non-stationarity.
The indicator also includes the following features:
Customizable lookback period and smoothing window for the moving statistics.
Lag parameter for the autocorrelation calculation.
Shaded bands to indicate the significance levels for the z-score and autocorrelation.
Visual signals (red dots) to highlight periods that are potentially non-stationary, based on a combination of high z-score and autocorrelation.
Informative labels to guide the interpretation of the results.
This indicator can be a useful tool for stock market analysts and traders to identify potential changes in the underlying dynamics of a stock's price behavior, which may have implications for forecasting, risk management, and investment strategies.
High/Low Location Frequency [LuxAlgo]The High/Low Location Frequency tool provides users with probabilities of tops and bottoms at user-defined periods, along with advanced filters that offer deep and objective market information about the likelihood of a top or bottom in the market.
🔶 USAGE
There are four different time periods that traders can select for analysis of probabilities:
HOUR OF DAY: Probability of occurrence of top and bottom prices for each hour of the day
DAY OF WEEK: Probability of occurrence of top and bottom prices for each day of the week
DAY OF MONTH: Probability of occurrence of top and bottom prices for each day of the month
MONTH OF YEAR: Probability of occurrence of top and bottom prices for each month
The data is displayed as a dashboard, which users can position according to their preferences. The dashboard includes useful information in the header, such as the number of periods and the date from which the data is gathered. Additionally, users can enable active filters to customize their view. The probabilities are displayed in one, two, or three columns, depending on the number of elements.
🔹 Advanced Filters
Advanced Filters allow traders to exclude specific data from the results. They can choose to use none or all filters simultaneously, inputting a list of numbers separated by spaces or commas. However, it is not possible to use both separators on the same filter.
The tool is equipped with five advanced filters:
HOURS OF DAY: The permitted range is from 0 to 23.
DAYS OF WEEK: The permitted range is from 1 to 7.
DAYS OF MONTH: The permitted range is from 1 to 31.
MONTHS: The permitted range is from 1 to 12.
YEARS: The permitted range is from 1000 to 2999.
It should be noted that the DAYS OF WEEK advanced filter has been designed for use with tickers that trade every day, such as those trading in the crypto market. In such cases, the numbers displayed will range from 1 (Sunday) to 7 (Saturday). Conversely, for tickers that do not trade over the weekend, the numbers will range from 1 (Monday) to 5 (Friday).
To illustrate the application of this filter, we will exclude results for Mondays and Tuesdays, the first five days of each month, January and February, and the years 2020, 2021, and 2022. Let us review the results:
DAYS OF WEEK: `2,3` or `2 3` (for crypto) or `1,2` or `1 2` (for the rest)
DAYS OF MONTH: `1,2,3,4,5` or `1 2 3 4 5`
MONTHS: `1,2` or `1 2`
YEARS: `2020,2021,2022` or `2020 2021 2022`
🔹 High Probability Lines
The tool enables traders to identify the next period with the highest probability of a top (red) and/or bottom (green) on the chart, marked with two horizontal lines indicating the location of these periods.
🔹 Top/Bottom Labels and Periods Highlight
The tool is capable of indicating on the chart the upper and lower limits of each selected period, as well as the commencement of each new period, thus providing traders with a convenient reference point.
🔶 SETTINGS
Period: Select how many bars (hours, days, or months) will be used to gather data from, max value as default.
Execution Window: Select how many bars (hours, days, or months) will be used to gather data from
🔹 Advanced Filters
Hours of day: Filter which hours of the day are excluded from the data, it accepts a list of hours from 0 to 23 separated by commas or spaces, users can not mix commas or spaces as a separator, must choose one
Days of week: Filter which days of the week are excluded from the data, it accepts a list of days from 1 to 5 for tickers not trading weekends, or from 1 to 7 for tickers trading all week, users can choose between commas or spaces as a separator, but can not mix them on the same filter.
Days of month: Filter which days of the month are excluded from the data, it accepts a list of days from 1 to 31, users can choose between commas or spaces as separator, but can not mix them on the same filter.
Months: Filter months to exclude from data. Accepts months from 1 to 12. Choose one separator: comma or space.
Years: Filter years to exclude from data. Accepts years from 1000 to 2999. Choose one separator: comma or space.
🔹 Dashboard
Dashboard Location: Select both the vertical and horizontal parameters for the desired location of the dashboard.
Dashboard Size: Select size for dashboard.
🔹 Style
High Probability Top Line: Enable/disable `High Probability Top` vertical line and choose color
High Probability Bottom Line: Enable/disable `High Probability Bottom` vertical line and choose color
Top Label: Enable/disable period top labels, choose color and size.
Bottom Label: Enable/disable period bottom labels, choose color and size.
Highlight Period Changes: Enable/disable vertical highlight at start of period
Volume Bars [jpkxyz]
Multi-Timeframe Volume indicator by @jpkxyz
This script is a Multi-Timeframe Volume Z-Score Indicator. It dynamically calculates /the Z-Score of volume over different timeframes to assess how significantly current
volume deviates from its historical average. The Z-Score is computed for each
timeframe independently and is based on a user-defined lookback period. The
script switches between timeframes automatically, adapting to the chart's current
timeframe using `timeframe.multiplier`.
The Z-Score formula used is: (current volume - mean) / standard deviation, where
mean and standard deviation are calculated over the lookback period.
The indicator highlights periods of "significant" and "massive" volume by comparing
the Z-Score to user-specified thresholds (`zScoreThreshold` for significant volume
and `massiveZScoreThreshold` for massive volume). The script flags buy or sell
conditions based on whether the current close is higher or lower than the open.
Visual cues:
- Dark Green for massive buy volume.
- Red for massive sell volume.
- Green for significant buy volume.
- Orange for significant sell volume.
- Gray for normal volume.
The script also provides customizable alert conditions for detecting significant or massive buy/sell volume events, allowing users to set real-time alerts.
Multi-Timeframe Period Separators█ OVERVIEW
This indicator plots period separators for up to four higher timeframes. The separators are fully customizable and designed to work on any symbols.
█ FEATURES
Reference
You can choose to plot the separators starting from midnight 00:00 or the opening of the exchange trading session.
Timezone
You can specify to localize midnight 00:00 to the region of your liking. The timezone format conveniently requires no manual adjustment during clock changes.
█ NOTES
Scans the bar opening and closing times
The script checks the bar ` time ` and ` time_close ` to pinpoint the separators that can occur intrabar.
Tracks from the last separator
The script tracks the time elapsed since the last separator, which is useful when there is no trading activity or the market is closed. As it can result in missing bars, it plots the separator on the first available bar.
Others
The script automatically hides the separators when navigating to an equal or higher chart timeframe.
Dynamic Open Levels# Dynamic Open Levels Indicator v1.0
Release Date: November 5, 2024
Introducing the Dynamic Open Levels indicator on TradingView! This tool helps traders visualize and analyze key opening price levels across multiple timeframes, making your market analysis more effective.
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### Key Features
- Multiple Timeframes : Yearly, Quarterly, Monthly, Weekly, Daily, 4H, and 1H levels available.
- Visibility Controls : Easily toggle visibility for each timeframe to suit your trading style.
- Line Customization : Set custom thickness and colors for lines, making charts easy to interpret.
- Monthly: Purple
- Weekly: Blue
- Daily: Green
- 4H: Red
- 1H: Orange
- Dynamic Coloring : Lines adjust color based on market conditions—teal for bullish (`rgb(34, 171, 148)`) and coral for bearish (`rgb(247, 82, 95)`).
### Labels & Customization
- Real-Time Labels : Each level is labeled for easy identification (e.g., Y for Yearly, Q for Quarterly).
- Label Settings : Customize opacity, text color, size, and position for clarity without cluttering your chart.
- Sizes : Choose from tiny, small, normal, large, to huge.
- Offset : Set labels from 1 to 10 to position them precisely.
- Color Management : Organize all colors under a dedicated Line Colors group for easy adjustments.
### Advanced Plotting & Performance
- Real-Time Updates : Levels are updated dynamically with the latest open prices.
- Extended Lines : Lines extend to the right, offering a consistent reference for future price movement.
- Optimized Performance : Handles up to 500 lines efficiently to maintain smooth performance.
---
### Installation Instructions
1. Add to Chart :
- Go to the Indicators section in TradingView.
- Search for Dynamic Open Levels and add it to your chart.
2. Customize Settings :
- Line Thickness : Adjust to suit your preference.
- Visibility : Toggle timeframes like Yearly, Monthly, Weekly, etc., as needed.
- Labels : Configure opacity, text color, size, and offset under the Label Settings group.
---
### Documentation & Support
For guidance on using the Dynamic Open Levels indicator, visit our Documentation (#). If you need assistance, check out our Support Channel (#).
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Thank you for choosing Dynamic Open Levels . Stay tuned for future updates that will continue to improve your trading experience!
H A Z E D
Bg color with 5 Date and 3 Time each by nitesh Bg color with 5 Date and 3Time each by nitesh this indicator will plot background color on the chart on your selected date and time spaan it hase three time spaan you can select time according to your need i have created this indicator to backtest time based price movments may this be helpful to you too (jai shree ram)
3AM EST CRT Indicator3AM EST Candle Range Theory Indicator
The 3AM EST Candle Range Theory Indicator is designed to highlight a crucial period in the trading day for Forex and other markets that operate 24/7. This indicator focuses on the 3AM EST candle, which represents the early hours of the U.S. market morning and the midpoint of the European trading session. During this period, volatility often picks up, and the 3AM candle can serve as a powerful reference point for price action throughout the day.
Key Features of the Indicator
3AM Candle Highlighting: The 3AM candle is automatically highlighted in blue, making it easy to spot on the chart. This helps traders quickly identify this pivotal candle without manually searching for it.
Range Lines: The high and low of the 3AM candle are marked by black lines extending across the day. These levels often act as support and resistance, influencing price movement throughout the trading session. Observing how the price interacts with these levels can provide insights into potential breakouts, reversals, or consolidations.
Labels: The high of the 3AM candle is labeled as "3am CRH" (Candle Range High) and the low as "3am CRL" (Candle Range Low). These labels serve as visual cues for traders, reinforcing the importance of these levels on the chart.
How to Use the 3AM EST Candle Range Indicator
Support and Resistance: The high and low of the 3AM candle often serve as strong intraday support and resistance levels. Traders can observe if the price respects or breaks these levels to make decisions about potential entries and exits.
Breakout Trading: If the price breaks above the 3am high (CRH), it can signal bullish momentum, especially when accompanied by increased volume. Conversely, a break below the 3am low (CRL) may indicate bearish momentum. These breakouts can provide potential trade opportunities.
Reversals and Continuations: Often, price will test and reject one of these levels, creating an opportunity for reversal trades. If the price re-enters the 3AM candle range after breaking out, it could signal a potential continuation back into the original trend.
Session Range Guidance: Since the 3AM candle encapsulates both the early U.S. and active European sessions, it often provides a strong reference for the range and sentiment in the early trading hours. The 3AM range can give a sense of market direction and volatility for the day.
Benefits
Clear Visual Cues: The blue candle highlight, black lines, and labels make this indicator visually intuitive and easy to understand at a glance.
Useful Across Market Conditions: Whether markets are trending or ranging, the 3AM high and low can serve as reliable reference points for intraday support and resistance.
Applicable to Various Strategies: This indicator can enhance a variety of trading strategies, including breakout, range trading, and trend-following.
Summary
The 3AM EST Candle Range Theory Indicator provides traders with a reliable way to gauge intraday price levels based on the 3AM EST candle. By observing how the price interacts with the high and low of this candle, traders can gain insights into potential support, resistance, and breakout points. This can be particularly useful for short-term traders looking to capitalize on intraday volatility or longer-term traders seeking reference points for daily price action analysis.
Pulse DPO: Major Cycle Tops and Bottoms█ OVERVIEW
Pulse DPO is an oscillator designed to highlight Major Cycle Tops and Bottoms .
It works on any market driven by cycles. It operates by removing the short-term noise from the price action and focuses on the market's cyclical nature.
This indicator uses a Normalized version of the Detrended Price Oscillator (DPO) on a 0-100 scale, making it easier to identify major tops and bottoms.
Credit: The DPO was first developed by William Blau in 1991.
█ HOW TO READ IT
Pulse DPO oscillates in the range between 0 and 100. A value in the upper section signals an OverBought (OB) condition, while a value in the lower section signals an OverSold (OS) condition.
Generally, the triggering of OB and OS conditions don't necessarily translate into swing tops and bottoms, but rather suggest caution on approaching a market that might be overextended.
Nevertheless, this indicator has been customized to trigger the signal only during remarkable top and bottom events.
I suggest using it on the Daily Time Frame , but you're free to experiment with this indicator on other time frames.
The indicator has Built-in Alerts to signal the crossing of the Thresholds. Please don't act on an isolated signal, but rather integrate it to work in conjunction with the indicators present in your Trading Plan.
█ OB SIGNAL ON: ENTERING OVERBOUGHT CONDITION
When Pulse DPO crosses Above the Top Threshold it Triggers ON the OB signal. At this point the oscillator line shifts to OB color.
When Pulse DPO enters the OB Zone, please beware! In this Area the Major Players usually become Active Sellers to the Public. While the OB signal is On, it might be wise to Consider Selling a portion or the whole Long Position.
Please note that even though this indicator aims to focus on major tops and bottoms, a strong trending market might trigger the OB signal and stay with it for a long time. That's especially true on young markets and on bubble-mode markets.
█ OB SIGNAL OFF: EXITING OVERBOUGHT CONDITION
When Pulse DPO crosses Below the Top Threshold it Triggers OFF the OB signal. At this point the oscillator line shifts to its normal color.
When Pulse DPO exits the OB Zone, please beware because a Major Top might just have occurred. In this Area the Major Players usually become Aggressive Sellers. They might wind up any remaining Long Positions and Open new Short Positions.
This might be a good area to Open Shorts or to Close/Reverse any remaining Long Position. Whatever you choose to do, it's usually best to act quickly because the market is prone to enter into panic mode.
█ OS SIGNAL ON: ENTERING OVERSOLD CONDITION
When Pulse DPO crosses Below the Bottom Threshold it Triggers ON the OS signal. At this point the oscillator line shifts to OS color.
When Pulse DPO enters the OS Zone, please beware because in this Area the Major Players usually become Active Buyers accumulating Long Positions from the desperate Public.
While the OS signal is On, it might be wise to Consider becoming a Buyer or to implement a Dollar-Cost Averaging (DCA) Strategy to build a Long Position towards the next Cycle. In contrast to the tops, the OS state usually takes longer to resolve a major bottom.
█ OS SIGNAL OFF: EXITING OVERSOLD CONDITION
When Pulse DPO crosses Above the Bottom Threshold it Triggers OFF the OS signal. At this point the oscillator line shifts to its normal color.
When Pulse DPO exits the OS Zone, please beware because a Major Bottom might already be in place. In this Area the Major Players become Aggresive Buyers. They might wind up any remaining Short Positions and Open new Long Positions.
This might be a good area to Open Longs or to Close/Reverse any remaining Short Positions.
█ WHY WOULD YOU BE INTERESTED IN THIS INDICATOR?
This indicator is built over a solid foundation capable of signaling Major Cycle Tops and Bottoms across many markets. Let's see some examples:
Early Bitcoin Years: From 0 to 1242
This chart is in logarithmic mode in order to properly display various exponential cycles. Pulse DPO is properly signaling the major early highs from 9-Jun-2011 at 31.50, to the next one on 9-Apr-2013 at 240 and the epic top from 29-Nov-2013 at 1242.
Due to the massive price movements, the OB condition stays pinned during most of the exponential price action. But as you can see, the OB condition quickly vanishes once the Cycle Top has been reached. As the market matures, the OB condition becomes more exceptional and triggers much closer from the Cycle Top.
With regards to Cycle Bottoms, the early bottom of 2 after having peaked at 31.50 doesn’t get captured by the indicator. That is the only cycle bottom that escapes the Pulse DPO when the bottom threshold is set at a value of 5. In that event, the oscillator low reached 6.95.
Bitcoin Adoption Spreading: From 257 to 73k
This chart is in logarithmic mode in order to properly display various exponential cycles. Pulse DPO is properly signaling all the major highs from 17-Dec-2017 at 19k, to the next one on 14-Apr-2021 at 64k and the most recent top from 9-Nov-2021 at 68k.
During the massive run of 2017, the OB condition still stayed triggered for a few weeks on each swing top. But on the next cycles it started to signal only for a few days before each swing top actually happened. The OB condition during the last cycle top triggered only for 3 days. Therefore the signal grows in focus as the market matures.
At the time of publishing this indicator, Bitcoin printed a new All Time High (ATH) on 13-Mar-2024 at 73k. That run didn’t trigger the OB condition. Therefore, if the indicator is correct the Bitcoin market still has some way to grow during the next months.
With regards to Cycle Bottoms, the bottom of 3k after having peaked at19k got captured within the wide OS zone. The bottom of 15k after having peaked at 68k got captured too within the OS accumulation area.
Gold
Pulse DPO behaves surprisingly well on a long standing market such as Gold. Moving back to the 197x years it’s been signaling most Cycle Tops and Bottoms with precision. During the last cycle, it shows topping at 2k and bottoming at 1.6k.
The current price action is signaling OB condition in the range of 2.5k to 2.7k. Looking at past cycles, it tends to trigger on and off at multiple swing tops until reaching the final cycle top. Therefore this might indicate the first wave within a potential gold run.
Oil
On the Oil market, we can see that most of the cycle tops and bottoms since the 80s got signaled. The only exception being the low from 2020 which didn’t trigger.
EURUSD
On Forex markets the Pulse DPO also behaves as expected. Looking back at EURUSD we can see the marketing triggering OB and OS conditions during major cycle tops and bottoms from recent times until the 80s.
S&P 500
On the S&P 500 the Pulse DPO catched the lows from 2016 and 2020. Looking at present price action, the recent ATH didn’t trigger the OB condition. Therefore, the indicator is allowing room for another leg up during the next months.
Amazon
On the Amazon chart the Pulse DPO is mirroring pretty accurately the major swings. Scrolling back to the early 2000s, this chart resembles early exponential swings in the crypto space.
Tesla
Moving onto a younger tech stock, Pulse DPO captures pretty accurately the major tops and bottoms. The chart is shown in logarithmic scale to better display the magnitude of the moves.
█ SETTINGS
This indicator is ideal for identifying major market turning points while filtering out short-term noise. You are free to adjust the parameters to align with your preferred trading style.
Parameters : This section allows you to customize any of the Parameters that shape the Oscillator.
Oscillator Length: Defines the period for calculating the Oscillator.
Offset: Shifts the oscillator calculation by a certain number of periods, which is typically half the Oscillator Length.
Lookback Period: Specifies how many bars to look back to find tops and bottoms for normalization.
Smoothing Length: Determines the length of the moving average used to smooth the oscillator.
Thresholds : This section allows you to customize the Thresholds that trigger the OB and OS conditions.
Top: Defines the value of the Top Threshold.
Bottom: Defines the value of the Bottom Threshold.
MTFHTS with Moving Average Ribbon and Buy/Sell Signals 3.2Multi-Timeframe Moving Average Strategy with Buy and Sell Signals
Purpose
This strategy is designed to provide clear, data-driven buy and sell signals based on moving average crossovers across multiple timeframes. It aims to help traders identify potential trend reversals and entry/exit points using a systematic approach.
How it Works
Moving Averages Across Multiple Timeframes:
Five customizable moving averages (MA №1 to MA №5) are calculated using different lengths and types, including SMA, EMA, WMA, and VWMA, to suit various trading styles.
The MAs are plotted on different timeframes, allowing traders to visualize trend alignment and identify market momentum across short, medium, and long terms.
Signals for Buying and Selling:
Buy Signals: When the shorter-term MA (MA №1) crosses above a longer-term MA (MA №2 or MA №3), the strategy triggers a buy signal, indicating potential upward momentum.
Sell Signals: When MA №1 crosses below a longer-term MA (MA №2 or MA №3), a sell signal is triggered, suggesting potential downward movement.
Visual Aids and Alerts:
The strategy uses color fills between MAs to indicate bullish (green) or bearish (red) trends, helping traders assess market conditions at a glance.
Alerts for buy and sell signals keep traders notified in real-time, helping to avoid missed opportunities.
Important Note
This strategy is purely educational and does not constitute investment advice. It serves as a tool to help traders understand how multi-timeframe moving averages and crossovers can be used in technical analysis. As with any trading strategy, we recommend testing in a simulated environment and exercising caution.
Original Keltner with Support And ResistanceThis indicator is based on the original Keltner Channels using typical price and calculating the 10 period average of high - low
Typical price = (high + low + close)/3
In this case, I've taken Typical price as (open + high + low + close)/4 on the advice of John Bollinger from his book Bollinger on Bollinger Bands.
Buy Line = 10 Period Typical Price Average + 10 Period Average of (High - Low)
Sell Line = 10 Period Typical Price Average - 10 Period Average of (High - Low)
This is the basis for the indicator. I've added the highest of the Buy Line and lowest of the Sell Line for the same period which acts as Support and Resistance.
If price is trending below the Lowest of Sell Line, take only sell trades and the Lowest Line acts as resistance.
If price is trending above the Highest of Buy Line, take only buy trades and the Highest Line acts as support.
2024 - Median High-Low % Change - Monthly, Weekly, DailyDescription:
This indicator provides a statistical overview of Bitcoin's volatility by displaying the median high-to-low percentage changes for monthly, weekly, and daily timeframes. It allows traders to visualize typical price fluctuations within each period, supporting range and volatility-based trading strategies.
How It Works:
Calculation of High-Low % Change: For each selected timeframe (monthly, weekly, and daily), the script calculates the percentage change from the high to the low price within the period.
Median Calculation: The median of these high-to-low changes is determined for each timeframe, offering a robust central measure that minimizes the impact of extreme price swings.
Table Display: At the end of the chart, the script displays a table in the top-right corner with the median values for each selected timeframe. This table is updated dynamically to show the latest data.
Usage Notes:
This script includes input options to toggle the visibility of each timeframe (monthly, weekly, and daily) in the table.
Designed to be used with Bitcoin on daily and higher timeframes for accurate statistical insights.
Ideal for traders looking to understand Bitcoin's typical volatility and adjust their strategies accordingly.
This indicator does not provide specific buy or sell signals but serves as an analytical tool for understanding volatility patterns.
Watchlist & Symbols Distribution [Daveatt]TLDR;
I got bored so I just coded the TradingView watchlist interface in Pinescript :)
TLDR 2:
Sharing it open-source what took me 1 full day to code - haven't coded in Pinescript in a long time, so I'm a bit slow for now :)
█ OVERVIEW
This script offers a comprehensive market analysis tool inspired by TradingView's native watchlist interface features.
It combines an interactive watchlist with powerful distribution visualization capabilities and a performance comparison panel.
The script was developed with a focus on providing multiple visualization methods while working within PineScript's limitations.
█ DEVELOPMENT BACKGROUND
The pie chart implementation was greatly inspired by the ( "Crypto Map Dashboard" script / )
adapting its circular visualization technique to create dynamic distribution charts. However, due to PineScript's 500-line limitation per script, I had to optimize the code to allow users to switch between pie chart analysis and performance comparison modes rather than displaying both simultaneously.
█ SETUP AND DISPLAY
For optimal visualization, users need to adjust the chart's display settings manually.
This involves:
Expanding the indicator window vertically to accommodate both the watchlist and graphical elements
Adjusting the Y-axis scale by dragging it to ensure proper spacing for the comparison panel grid
Modifying the X-axis scale to achieve the desired time window display
Fine-tuning these adjustments whenever switching between pie chart and comparison panel modes
These manual adjustments are necessary due to PineScript's limitations in controlling chart scaling programmatically. While this requires some initial setup, it allows users to customize the display to their preferred viewing proportions.
█ MAIN FEATURES
Distribution Analysis
The script provides three distinct distribution visualization modes through a pie chart.
Users can analyze their symbols by exchanges, asset types (such as Crypto, Forex, Futures), or market sectors.
If you can't see it well at first, adjust your chart scaling until it's displayed nicely.
Asset Exchanges
www.tradingview.com
Asset Types
Asset Sectors
The pie charts feature an optional 3D effect with adjustable depth and angle parameters. To enhance visual customization, four different color schemes are available: Default, Pastel, Dark, and Neon.
Each segment of the pie chart includes interactive tooltips that can be configured to show different levels of detail. Importantly, the pie chart only visualizes the distribution of selected assets (those marked with a checkmark in the watchlist), providing a focused view of the user's current interests.
Interactive Watchlist
The watchlist component displays real-time data for up to 10 user-defined symbols. Each entry shows current price, price changes (both absolute and percentage), volume metrics, and a comparison toggle.
The table is dynamically updated and features color-coded entries that correspond to their respective performance lines in the comparison chart. The watchlist serves as both an information display and a control panel for the comparison feature.
Performance Comparison
One of the script's most innovative features is its performance comparison panel.
Using polylines for smooth visualization, it tracks the 30-day performance of selected symbols relative to a 0% baseline.
The comparison chart includes a sophisticated grid system with 5% intervals and a dynamic legend showing current performance values.
The polyline implementation allows for fluid, continuous lines that accurately represent price movements, providing a more refined visual experience than traditional line plots. Like the pie charts, the comparison panel only displays performance lines for symbols that have been selected in the watchlist, allowing users to focus on their specific assets of interest.
█ TECHNICAL IMPLEMENTATION
The script utilizes several advanced PineScript features:
Dynamic array management for symbol tracking
Polyline-based charting for smooth performance visualization
Real-time data processing with security calls
Interactive tooltips and labels
Optimized drawing routines to maintain performance
Selective visualization based on user choices
█ CUSTOMIZATION
Users can personalize almost every aspect of the script:
Symbol selection and comparison preferences
Visual theme selection with four distinct color schemes
Pie chart dimensions and positioning
Tooltip information density
Component visibility toggles
█ LIMITATIONS
The primary limitation stems from PineScript's 500-line restriction per script.
This constraint necessitated the implementation of a mode-switching system between pie charts and the comparison panel, as displaying both simultaneously would exceed the line limit. Additionally, the script relies on manual chart scale adjustments, as PineScript doesn't provide direct control over chart scaling when overlay=false is enabled.
However, these limitations led to a more focused and efficient design approach that gives users control over their viewing experience.
█ CONCLUSION
All those tools exist in the native TradingView watchlist interface and they're better than what I just did.
However, now it exists in Pinescript... so I believe it's a win lol :)
David_candle length with average and candle directionThis indicator,
calculates the difference between the highest and lowest price (High-Low difference) for a specified number of periods and displays it in a table. Here are the functions and details included:
Number of Periods: The user can define the number of periods (e.g., 10) for which the High-Low differences are calculated.
Table Position: The position of the table that displays the results can be selected by the user (top left, top right, bottom left, or bottom right).
High-Low Difference per Candle: For each defined period, the difference between the highest and lowest price of the respective candle is calculated.
Candle Direction: The color of the displayed text in the table changes based on the candle direction:
Green for bullish candles (close price higher than open price).
Red for bearish candles (close price lower than open price).
White for neutral candles (close price equal to open price).
Average: Below the High-Low differences, the average value of the calculated differences is displayed in yellow text.
This indicator is useful for visually analyzing the volatility and movement range within the recent candles by highlighting the average High-Low difference.
Previous Highs + Lows by HAZED📈 Introducing: Previous Highs + Lows by H A Z E D 📉
✨ Overview
Get a clear view of market levels with Previous Highs + Lows v1.0! This indicator lets you track critical previous highs and lows across multiple timeframes, marking them directly on your chart for an intuitive view of support and resistance zones. Whether you’re analyzing breakouts or looking for reversal levels, these indicators provide essential context to refine your trades.
🛠️ Key Features
Multiple Timeframes Supported
Toggle on previous highs and lows for daily, weekly, monthly, 4-hour, and 1-hour charts to match your analysis style.
Customizable Labels
Choose label sizes from “tiny” to “huge,” adjust the opacity to blend seamlessly with your chart, and customize text color for optimal readability.
Label Position Control
Avoid overlap with a flexible label offset feature, allowing for 10 adjustable increments to fit your preference and chart layout.
Clear Visual Cues
Labels use icons to differentiate high (⬆️) and low (⬇️) levels at a glance, providing a straightforward way to interpret key price areas.
Instant Alerts for Key Levels
Receive alerts when the price crosses over previous high levels, keeping you informed about potential breakout zones without constant chart-watching.
🚀 How to Use
Identify Key Levels: Quickly locate significant highs and lows from previous periods to define your support and resistance zones.
Set Alerts: Stay updated on market moves with built-in alerts when prices cross these critical levels.
Customize Your View: Use the various options to make this indicator uniquely yours – adjust label size, color, opacity, and position.
🔔 Why Use Previous Highs + Lows v1.0?
Enhanced visibility of critical levels saves you time by giving you a structured view of price action.
Customization features let you adapt the indicator to your personal style and chart setup.
Flexible alerts mean you can focus on other tasks without missing important price movements.
🔗 License: Mozilla Public License 2.0
© H A Z E D, 11/4/2024
Heikin Ashi Buy-Sell Signals [Non-Repainting] @TradingadeThis is a basic indicator that displays Heikin Ashi candles in a simple format. Key features include:
- Unlike most other Heikin Ashi indicators, this one does not repaint, which is crucial when building strategies based on indicators.
- It generates Buy & Sell signals based on consecutive candles of the same color:
BUY Signal: Triggered when there are at least x green candles in a row (adjustable in settings).
SELL Signal: Triggered when there are at least x red candles in a row (also adjustable in settings).
Multiple Signal Option: If activated, the indicator will continue generating signals after the buy or sell condition is met, until a candle of the opposite color appears.
The Buy & Sell signals are shown both in the indicator and on your chart. You can turn them on or off in the style section.
You can set alerts when buy or sell signals are generated.
Horizontal Lines at Custom IntervalsThis Pine Script indicator, "Horizontal Lines at Custom Intervals," is a versatile tool designed to help traders visualize key price levels at regular intervals above and below a specified starting price. It is particularly useful for identifying support and resistance zones, psychological price levels, or potential entry and exit points around a central price reference.
Customizable Starting Price**: Set a central price around which the lines will be drawn, such as a current asset price, pivot level, or significant historical level.
- **Adjustable Intervals and Range**: Choose the interval distance (in points) between each horizontal line, as well as the total range above and below the starting price. This flexibility allows the indicator to adapt to different asset classes and timeframes.
- **Full Chart Extensions**: Each line is set to extend across the entire chart, providing a clear, continuous visual reference that spans both past and future price action.
- **Editable Line Style, Width, and Color**: Personalize the appearance of the lines with selectable color, width, and style options (Solid, Dotted, Dashed), enabling the indicator to match your charting preferences and visual style.
### Applications:
1. **Support and Resistance Identification**: Traders can use the evenly spaced lines to identify potential support and resistance zones around the starting price, helping to mark areas of interest where price may react.
2. **Psychological Levels**: Round-number levels often hold psychological significance in trading. By setting intervals to common round numbers, this indicator can help identify these critical levels.
3. **Scalping and Range Trading**: This tool is especially valuable in range-bound markets, where repeated price action within defined levels allows traders to buy and sell around predictable zones.
4. **Trend Reversal and Breakout Signals**: In trending markets, observing how price interacts with these levels can offer insights into possible breakouts or trend reversals.
### Example Use Case:
For instance, if BankNifty is trading around 51,130, you can set this as the starting price. With 50-point intervals and a range of 1,000 points, the indicator will plot lines at 50-point increments both above and below 51,130, covering a total range of 2,000 points. This setup provides clear visual cues for potential price reaction zones as the asset moves through different price levels.
This indicator is a simple yet powerful addition to any trader’s toolkit, offering a structured approach to analyzing price levels and making informed trading decisions.
Global OECD CLI Diffusion Index YoY vs MoMThe Global OECD Composite Leading Indicators (CLI) Diffusion Index is used to gauge the health and directional momentum of the global economy and anticipate changes in economic conditions. It usually leads turning points in the economy by 6 - 9 months.
How to read: Above 50% signals economic expansion across the included countries. Below 50% signals economic contraction.
The diffusion index component specifically shows the proportion of countries with positive economic growth signals compared to those with negative or neutral signals.
The OECD CLI aggregates data from several leading economic indicators including order books, building permits, and consumer and business sentiment. It tracks the economic momentum and turning points in the business cycle across 38 OECD member countries and several other Non-OECD member countries.
