FalconRed 3 Candlestick LevelsThis Pine Script indicator is designed to enhance price action analysis by identifying specific candle patterns that signal potential buying and selling levels. The analysis is based on the characteristics of the current candle and its two immediate predecessors.
For identifying buying levels, the script examines the wicks of the candles, highlighting areas where buying and selling struggle is evident. The indicator recognizes significant breaks above wick levels, especially when followed by a subsequent candle with a lower wick. This combination suggests that previous selling pressure has been challenged and overcome.
Buy breakout and retest levels are highlighted with green color, providing a clear visual indication of potential buying opportunities. The indicator draws horizontal lines that extend to the right, offering insights into the frequency of retests and the recurrence of similar patterns in specific price zones, thereby confirming and reinforcing the observed price action.
Similarly, the indicator scrutinizes the selling side, pinpointing breakdown and retest levels. These areas are highlighted with red color, aiding in the identification of potential selling opportunities.
This indicator serves as a valuable tool for analyzing price action levels and visualizing buying and selling areas. It can be effectively combined with other technical indicators to enhance confidence in trading decisions. Gain deeper insights into market dynamics and improve decision-making by integrating this candle pattern analysis indicator into your trading strategy.
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Hammer and inverted Hammer
The "Hammer and Inverted Hammer" indicator is straightforward and effective. It automatically spots key candlestick patterns for you, making it easier to see potential market turns. You can also adjust a few settings to fit your trading style. Simple, yet quite handy for traders!
Alerts for Hammer Pattern: When the script identifies a Hammer pattern, it can trigger an alert. This is particularly useful if you're looking for potential bullish reversal signals and don't want to miss them.
Alerts for Inverted Hammer Pattern: Similarly, when an Inverted Hammer pattern is detected, the script can also trigger an alert. This is helpful for spotting potential bearish reversal signals.
SETTINGS EXPLAINED
Minimum Lower Tail Length (%): This setting allows you to define what percentage of the total candle size should be considered a significant lower tail. This is important for identifying the Hammer pattern.
Number of Consecutive Candles (for Lower Tails): This input lets you choose how many consecutive candles with significant lower tails must be present to identify a pattern.
Percentage of Candle Below Previous Low: This setting determines what percentage of the candle's range must extend below the lowest low of a specified number of previous candles. It's used to assess the significance of a Hammer pattern.
Number of Previous Candles for Lowest Low: This decides how many previous candles the script should look at to calculate the lowest low, which is then used in the Hammer pattern analysis.
Minimum Upper Tail Length (%): Similar to the lower tail setting, this defines the significant length of an upper tail, used for identifying the Inverted Hammer pattern.
Number of Consecutive Candles (for Upper Tails): This input is for setting how many consecutive candles with significant upper tails are required to confirm an Inverted Hammer pattern.
Percentage of Candle Above Previous High: This setting is used to determine how much of the candle's range must be above the highest high of a set number of previous candles, aiding in the identification of the Inverted Hammer pattern.
Number of Previous Candles for Highest High: It specifies the number of past candles to consider for calculating the highest high, which is important for the analysis of Inverted Hammer patterns.
These settings allow you to customize how the script identifies Hammer and Inverted Hammer patterns, making it adaptable to different trading strategies and market conditions.
itradesize /\ Previous HTF x OHLC Box
FYI: It is an invite-only script, if you are interested in, please scroll down to see the Author's instructions.
Introducing an indicator which inspired by ICT concepts that use a model, based on what TTrades teaches in some of his DOL videos about how to get a proper bias.
Having a daily bias can be frustrating and this script could make it easy for you besides creating a ton of opportunities for scalpers as well as not only helpful for a daily bias, it can also help you to determine the actual H4 or H1 bias or even lower.
Always keep in mind: the higher the timeframe you use, the more accurate it can be.
You can use OHLC to determine the current or higher time frame bias as it can be used on any of them and properly gain a sentiment of a drawn of liquidity.
This model integrates the previous candle's open, high, low, and close values (or open, low, high close) in addition to their equilibrium to make it easier to identify where the price should go moreover they can be used as reference points for potential trading opportunities.
The 50% also known as equilibrium creates premium and discount zones within the previous candles. Using the former higher timeframe candle’s OHLC you can simply have an external range of liquidity and where the current price should it drawn to.
With this tool, you can achieve a proper trading framework as you can easily recognize the external & internal range of liquidity, so whether you are a scalper or a day trader you are able to rely on the indicator.
A bit of a candlestick analysis:
When the price wicks below means a potential bullish reversal is incoming.
When the price wicks above, then it means a potential bearish reversal is happening.
Closing below means lower prices. (Bearish trend)
Closing above means higher prices. (Bullish trend)
This indicator is an absolute monster for the OHLC guys.
How to use it?
- Analyse the trend on the higher timeframe, bullish trend is when the price continuously takes the previous candle’s high over and over again. Bearish trend is the total opposite.
- Wait for external liquidity to be taken.
- When it's happening there should be a displacement back to the range with an actual structure shift.
- Looking for an imbalance in the displacement.
- Aiming for an imbalance that is above 50% of the former move.
- Aggressive stop: below or above the candle which has an imbalance
- Conservative stop: below or above the former swing
Classic sell setup:
Classic buy setup:
The indicator has a ton of customizable features, the power of the tool is really in there, as you can find or refine your own model with it. Once you're familiar with your setup you will be really feeling the power of the tool, I promise.
Indicator Features:
• M5/M15/H1/H4/D Time frames
• OHLC bar with an offset (you can have a look at the current HTF bar developing or you can use it as a locked previous bar)
• Current time frame OHLC / OLHC box with extended lines to the current time
• Showing the previous time frame OHLC / OLHC box with extended lines and the ability to add labels. The color of the OHLC or OLHC box is based on the candle closing. If it's a bear candle, if it's a bull candle.
• Previous high time frame open / close lines with labels, customisable colours, label sizes
• It has a lot of customisable features, the power of the tool is really in there as you can find or refine your own model with it.
• Every box and bar automatically switches its colors based on the close of the candle whether it's a bear or a bull candle.
• The color of the labels is switching automatically based on the coloring of your chart.
• You can customize each and every box color - OHLC/OLHC based on your taste, and the open and closing lines of the previous HTF.
Additional Information:
You can combine it with my own model. If you are not familiar with it, you can find here .
Or you can combine it with other frameworks for extra confluences like combining it with Daye’s QT in some simple equation:
Open → Q1 , High → Q2, Low → Q3, Close → Q4
Open → Q1, Low → Q2, High → Q3, Close → Q4
SpiceIn the chart photo is a description for each shape and letter, saying what each one is.
BB, Reversals are off by default.
BB + Reversals + Next bar confirmation - The way this should be used is by waiting for a 1 or 2 bar confirmation closed above/below the high/low of the Reversal candle. So if its a Top R, a yellow box will print as a confirmed 1 bar if it closed below the top R's low, then you can wait for the second bar to close also below the Top R's low. Vice versa with the Bot R.
RSI arrows - Essentially showing you when the multi time frame RSIs are coming back up above 30, or below 70. Respective to what time frames you have selected.
Three Line Strike - A trend continuation candlestick pattern consisting of four candles
Leledc Exhaustion suggest the trend may be reversing. Combined with the moving average as a trend filter, the indicator can signal the end of a pull back and the continuation of the trend.
EMAs - Help measuring the trend direction over a period of time.
Credit to all these amazing creators -
Multi Timeframe RSI (LTF) by @millerrh
3 Line Strike by @Lij_MC 'MarketVision A'
Leledc Exhaustion by @glaz, used updated version by @Joy_Bangla
If anyone uses the BB reversals source code to put into their own indicator/strategy, you are free to do so. Just send me a message I'd love to see your work with it! :)
Thanks to Lij_MC's MarketVision A indicator for inspiring me to add more features. At first it was just the RSI Arrows and the BB reversals candles + Condition but then I found MarketVision A and loved the extra Leledc and 3 Line Strike features.
Hope you enjoy this Spice!
No Signal is 100% correct at what it's trying to do. Use caution when trading!
Practice Risk Management.
S/R and Reversal BarsToday I'm proposing an idea to form S/R with a slightly different basic idea. This is a combination of CCI and candlestick study, and we will use this to mark possible reversal candles and possible S/R lines.
This is nothing complicated, I've used a basic CCI indicator with certain rules/system to mark S/R levels on the chart. (Have loaded traditional CCI indicator on bottom for comparison)
S/R levels are market as followed
Cross -
Lime = Support
Red = Resistance
Zero/Balance line - Yellow circles
The idea is to use this indicator to trade sideways market more successfully, in trending market this can be futile if you are not waiting for the break-out or breakdowns with confirmation.
Since this is based on CCI, it will give static result only when bar is closed, till then it will be susceptible for repaint. This is inherited nature from CCI readings on current bar. I could change this to only making reading on closed bar (historical bar), but that takes away from the uniqueness of this indicator in giving early indications.
This is a great tool for intraday scalping, but it does work on all timeframes, it's not bound by granularity.
This is for education purpose only.
Past success or seemingly positive results on published posts are not indication of future success.
Session CandlesThis indicator is designed to visually represent different trading sessions on a price chart, highlighting candlestick colors to distinguish between bullish (upward movement) and bearish (downward movement) trends during various market sessions. Here's an overview of how the indicator works:
1. Session Definition: The indicator defines four distinct trading sessions:
- London Session: Typically covering the European trading hours.
- New York AM Session: Representing the morning hours of the New York trading session.
- New York PM Session: Representing the afternoon hours of the New York trading session.
- Asia Session: Encompassing the trading hours of the Asian markets.
2. Configuration Options: Users can customize the behavior of the indicator through input options. For each session, users can enable or disable the display of session-specific candles.
3. Candle Coloring: The indicator determines the color of candles based on the following criteria:
- For each session, it checks whether the current candle's closing price is higher than its opening price.
- If the closing price is higher, the candle is considered bullish, and a user-defined green color is used for the candle.
- If the closing price is lower, the candle is considered bearish, and a user-defined red color is applied.
4. Display: The indicator then applies the calculated candle colors to the respective candles of each trading session on the price chart. This visual distinction helps traders quickly identify the prevailing trend during different market sessions.
To use the indicator, traders can overlay it on their price charts in TradingView. By enabling or disabling specific trading sessions, they can focus on the trends and price movements during those specific time periods.
Please note that the actual appearance of the indicator on the chart depends on the user's chosen settings for session enablement and color preferences.
Reversal Candles UG [5ema]The indicator can be find 8 reversal candlestick patterns of bullish or bearish.
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How to build?
Based on available reversal patterns that was be share by a group trader.
With name: T1, T1S, T2, T2S, T3, T3S, T3 Pro, T3 Max.
Ex1 - T1 Bull Candles and T3 Bull Candles:
Ex2 - T2 Bull Candles:
Ex2 - T1S Bull Candles:
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How to use?
Combine with other indicators like MA, EMA, RSI, Support, Resistance,... to set up a trading strategy.
Make a Alert to get a notification when a reversal candles appear.
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This indicator is for reference only, you need your own method and strategy.
If you have any questions, please let me know in the comments.
Hide Active Candle [SteinG]Hide Active Candle
An essential tool for disciplined traders seeking to avoid making hasty decisions based on active bars that have not yet closed.
Have you ever found yourself eagerly anticipating an entry, only to be tempted by an active candle that starts to pull away? Or perhaps you've been caught in a trade where an active candle pushes against you, stirring unease and uncertainty. Fear not, for we have a solution!
"Hide Active Candle" is a simple Pine Script indicator designed to ghost the active bar on your chart, reinforcing the importance of patiently waiting for its closure before making any trading decisions. By masking the active candle, this indicator serves as a constant reminder to exercise caution and to base your actions on solid, confirmed information.
To make the most of this powerful tool, ensure that you are using a candlestick chart, as this script operates optimally within that framework. Follow these simple steps to get started:
1. Right-click on your chart and select "Settings..."
2. From the drop-down menu, choose "Symbol" under the "Chart Settings" section.
3. Disable every item in the list to fully utilize the capabilities of "Hide Active Candle."
But wait, there's more! We understand that each trader has unique preferences and requirements. That's why we've included customizable settings within the script to tailor it to your specific needs. You have the option to adjust the following parameters:
- Countdown seconds left : Specify the number of seconds before the bar closes when the current candle becomes visible.
- Bull candle color : Select the color that represents bullish candles on your chart.
- Bear candle color : Choose the color that indicates bearish candles.
- Equal candle color : Define the color for Doji star candles.
- Theme : Opt for a dark or light theme, as the active candle mask will be based on your chosen theme.
- Custom hidden color : Personalize the mask color according to your preferences.
By fine-tuning these settings, you can create a trading environment that perfectly suits your style and enhances your decision-making process.
Thange Momentum KicksTitle: Thange Momentum Kicks Indicator - Identify Strong Bullish and Bearish Candles
Description:
The Thange Momentum Kicks indicator is a small tool designed to identify strong bullish and bearish candles in a candlestick price chart. By analyzing the momentum and size of each candle, this indicator highlights potential significant price movements.
The indicator marks strong bullish candles with a "Bull Kick" label to signal their strength on price action. Similarly, strong bearish candles are identified with the "Bear Kick" label. These kicks are characterized by their size and momentum, indicating a high probability of significant price movement.
The indicator allows traders and investors to easily spot these kicks on their charts, helping them make quick decisions. It calculates the percentage momentum of each candle and compares it to the specified thresholds for bullish and bearish kicks.
Key Features:
- Identifies strong bullish and bearish candles ("Kicks") based on momentum and size.
- Customizable input parameters for setting the percentage thresholds for kicks.
- Labels and tooltips provide essential information such as momentum, percentage change, open, and close prices.
- Differentiates between bullish kicks with blue color and bearish kicks with a unique pink color.
- Plots the candles with the specified colors for easy visualization.
Instructions:
1. Look for the "Kicks" labeled candles on your chart.
2. Bullish kicks indicate strong upward momentum, while bearish kicks represent strong downward momentum.
3. Consider the size and momentum of the kicks when making trading decisions.
4. Combine the Thange Momentum Kicks indicator with other technical analysis tools for a comprehensive market analysis.
Note: The Thange Momentum Kicks indicator is most effective when used in conjunction with other indicators, chart patterns, and risk management strategies to confirm signals and optimize trade entries and exits.
Disclaimer: This indicator should be used as a tool for technical analysis and does not guarantee specific trading outcomes. Users should exercise their own discretion and risk management when making trading decisions based on this indicator.
I hope my Thange Momentum Kicks indicator enhances your trading experience and helps you identify strong bullish and bearish candles with ease. Happy trading!
Magic VIBIntroducing the "Magic Vib Indicator" – a powerful tool designed to identify and highlight unique market scenarios known as "magic volume imbalances." This indicator is specifically crafted to recognize specific candlestick patterns that have demonstrated a significant impact on price movements.
The Magic Vib Indicator is meticulously engineered to detect a particular pattern, which occurs when the high of the first candle aligns perfectly with the open of the subsequent candle, while simultaneously witnessing the close of the first candle matching the low of the second candle. These precise conditions generate what is commonly referred to as a "magic vib."
This indicator has been developed with the sole purpose of capturing these magical moments in the market. By systematically scanning and analyzing price data, it spots instances where these extraordinary price imbalances occur. Once identified, the indicator promptly marks these candles on your trading platform, providing clear visual cues for enhanced decision-making.
The Magic Vib Indicator acts as a catalyst for traders and investors, as it has proven to be a reliable precursor to significant price reactions. These marked candles act as potent signals, suggesting an impending shift in market sentiment and a high probability of substantial price movement. The resulting price action often sees significant volatility, making it an enticing opportunity for those seeking substantial gains.
However, it's important to note that while the Magic Vib Indicator offers valuable guidance, it should not be the sole basis for trading decisions. It is crucial to incorporate other technical and fundamental analysis tools, risk management strategies, and market awareness to achieve consistent success.
In summary, the Magic Vib Indicator represents a breakthrough in technical analysis, specifically tailored to identify and mark candles exhibiting the remarkable characteristics of a "magic volume imbalance." By harnessing the power of this indicator, traders can anticipate substantial price reactions, allowing them to seize opportunities and maximize their trading outcomes.
ReversalThe primary objective of this indicator is to discern candles that exhibit characteristics suggestive of potential market reversals through the application of candlestick analysis. Extensive observation across various assets and timeframes has revealed the existence of a recurrent reversal pattern. This pattern typically manifests as a sequence of one to three candles that abruptly diverge from the prevailing price action or trend, offering a distinctive signal indicating a potential reversal.
By leveraging the insights gained from this observation, the indicator aims to assist traders in identifying these noteworthy candle patterns that hold the potential to indicate significant market shifts.
The indicator operates as follows: initially, it identifies the lowest close (in the case of a bullish reversal) or the highest close (in the case of a bearish reversal) within a specified number of previous candles, as determined by user input (referred to as "Candle Lookback").
Next, the indicator examines whether the closing price surpasses the high of the previously identified lowest (bullish reversal) or highest (bearish reversal) closed candle within a designated number of candles, as specified by the user (referred to as "Confirm Within").
Bull & Bear Engulfing - 3 Strike and 180 CandlesHello, SenatorVonShaft here.
This indicator shows 3 differend candlestick formations:
1- Bullish & Bearish Engulfing Candle
2- Bullish & Bearish 3 Strike Candle
3- Bullish & Bearish 180 Degree Candle
It has 3 variables
1- Bar Fullness - Differs from %50 - %100 showing 1 candle's fullness
2- Avg. Backwds Candls - Gets the average weight of the backward candles
3- Avg. Bar Height Multiplier - This variable is multiplied by above value to determine engulfing candles.
Plots:
- Green & Red Arrows Only : Shows Bullish & Bearish engulfing candles
- Green & Red 180 : Shows a bullish or bearish engulfing candle taken over by a bigger opposite candle
- Green & Red 3S : Shows bullish & bearish 3 strike candle formation
Please feel free to comment your thoughts below.
See you.
Inside candle (Inside Bar) Strategy- by smartanuThe Inside Candle strategy is a popular price action trading strategy that can be used to trade in a variety of markets. Here's how you can trade the Inside Candle strategy using the Pine script code provided:
1. Identify an Inside Candle: Look for a candlestick pattern where the current candle is completely engulfed within the previous candle's high and low. This is known as an Inside Candle.
2. Enter a Long Position: If an Inside Candle is identified, enter a long position at the open of the next candle using the Pine script code provided.
3. Set Stop Loss and Take Profit: Set a stop loss at a reasonable level to limit your potential losses if the trade goes against you. Set a take profit at a reasonable level to take profit when the price reaches the desired level.
4. Manage the Trade: Monitor the trade closely and adjust the stop loss and take profit levels if necessary. You can use the Pine script code to automatically exit the trade when the stop loss or take profit level is hit.
5. Exit the Trade: Exit the trade when the price reaches the take profit level or the stop loss level is hit.
It's important to note that the Inside Candle strategy is just one of many strategies that traders use to trade the markets. It's important to perform your own analysis and use additional indicators before making any trades. Additionally, it's important to practice proper risk management techniques and never risk more than you can afford to lose.
Bar composition in 1minute | True candlestick colorThe indicator shows the true color of a bar based on the internal composition on 1 minute timeframe and the final outcome. It uses following parameters of 1minute and current timeframe inputs
relative bar close, average volume vs current volume and finally the volume of internal candles.
It follows following steps:
First, it defines the arrays of high, low, close, volume in one minute timeframe
Second, it identifies the negative and positive volume based on the bar closing at one minute timeframe
Third , it adds all the volume and find whether the overall volume is positive or negative for overall bar in higher timeframe (current timeframe)
Fourth, it compare the volume in current timeframe to average of volume in in current timeframe
Fifth, if relative closing, relative volume (current timeframe) and the combined volume (in 1 minute timeframe) gives same outcome then color of the bar is decided whether the bar is bullish, bearish or inconclusive/contnuation.
Through this you get to check price action in 1minute timeframe and the ultimate outcome in current timeframe. this helps in understanding whether the bar is truly bullish or bearish or continuation of the trend
Feel free to connect for any query.
Candles - 2 or 3 consecutive pattern + Custom pips thresholdFEATURES:
- Detect a 2 or 3 consecutive candlestick pattern. Input the value into the first input value.
- Choose the minimum and the maximum amount of pips of the candle that you want to detect. The indicator will detect candles within that pips range and highlight the consecutive pattern
- Choose to not use the pips threshold. If disabled the indicator will constantly check for consecutive candles pattern.
- Choose if calculate pips taking into consideration OC (Open - Close of candles - Body) or HL (High - Low - Body + Wick)
VISUALS:
- Enable Boxes: when enabled a box is drawn around the pattern detected
- Enable Lines: when enabled lines from top/bottom/mid of the boxes are drawn
- Extend the lines
BuP = Bullish Pattern
BeP = Bearish Pattern
AIM:
The aim of the indicator was to spot 2 common patterns in one indicator: Three White Soldiers and Three Black Crows
The rest is all implementation because I like coding.
Anyway on all timeframes 3 consecutive candles with a similar body length seems to be an alarm that Market Makers are joining the gfame before a major manipulation so it worth keep an eye on those.
From my experimentation from ltf 1 minute timeframe to htf 1H timeframe, 3 consecutive candles with a body length between 10 and 20 pips could be the ones to keep an eye on before a reversal or a strong continuation.
For sure they are zonez and levels where MM would come back later.
Adjust the settings as you want and happy trading!
This is just an indicator nothing more
Slight Swing Momentum Strategy.Introduction:
The Swing Momentum Strategy is a quantitative trading strategy designed to capture mid-term opportunities in the financial markets by combining swing trading principles with momentum indicators. It utilizes a combination of technical indicators, including moving averages, crossover signals, and volume analysis, to generate buy and sell signals. The strategy aims to identify market trends and capitalize on price momentum for profit generation.
Highlights:
The strategy offers several key highlights that make it unique and potentially attractive to traders:
Swing Trading with Momentum: The strategy combines the principles of swing trading, which aim to capture short-to-medium-term price swings, with momentum indicators that help identify strong price trends and potential breakout opportunities.
Technical Indicator Optimization: The strategy utilizes a selection of optimized technical indicators, including moving averages and crossover signals, to filter out the noise and focus on high-probability trading setups. This optimization enhances the strategy's ability to identify favourable entry and exit points.
Risk Management: The strategy incorporates risk management techniques, such as position sizing based on equity and dynamic stop loss levels, to manage risk exposure and protect capital. This helps to minimize drawdowns and preserve profits.
Buy Condition:
The buy condition in the strategy is determined by a combination of factors, including A1, A2, A3, XG, and weeklySlope. Let's break it down:
A1 Condition: The A1 condition checks for specific price relationships. It verifies that the ratio of the highest price to the closing price is less than 1.03, the ratio of the opening price to the lowest price is less than 1.03, and the ratio of the highest price to the previous day's closing price is greater than 1.06. This condition looks for a specific pattern indicating potential bullish momentum.
A2 Condition: The A2 condition checks for price relationships related to the closing price. It verifies that the ratio of the closing price to the opening price is greater than 1.05 or that the ratio of the closing price to the previous day's closing price is greater than 1.05. This condition looks for signs of upward price movement and momentum.
A3 Condition: The A3 condition focuses on volume. It checks if the current volume crosses above the highest volume over the last 60 periods. This condition aims to identify increased buying interest and potentially confirms the strength of the potential upward price movement.
XG Condition: The XG condition combines the A1 and A2 conditions and checks if they are true for both the current and previous bars. It also verifies that the ratio of the closing price to the 5-period EMA crosses above the 9-period SMA of the same ratio. This condition helps identify potential buy signals when multiple factors align, indicating a strong bullish momentum and potential entry point.
Weekly Trend Factor: The weekly slope condition calculates the slope of the 50-period SMA over a weekly timeframe. It checks if the slope is positive, indicating an overall upward trend on a weekly basis. This condition provides additional confirmation that the stock is in an upward trend.
When all of these conditions align, the buy condition is triggered, indicating a favourable time to enter a long position.
Sell Condition:
The sell condition is relatively straightforward in the strategy:
Sell Signal: The sell condition simply checks if the closing price crosses below the 10-period EMA. When this condition is met, it indicates a potential reversal or weakening of the upward price momentum, and a sell signal is generated.
Backtest Outcome:
The strategy was backtested over the period from January 22nd, 1999 to May 3rd, 2023, using daily candlestick charts for the NASDAQ: NVDA. The strategy used an initial capital of 1,000,000 USD, The order quantity is defined as 10% of the equity. The strategy allows for pyramiding with 1 order, and the transaction fee is set at 0.03% per trade. Here are the key outcomes of the backtest:
Net Profit: 539,595.84 USD, representing a return of 53.96%.
Percent Profitable: 48.82%
Total Closed Trades: 127
Profit Factor: 2.331
Max Drawdown: 68,422.70 USD
Average Trade: 4,248.79 USD
Average Number of Bars in Trades: 11, indicating the average duration of the trades.
Conclusion:
In conclusion, the Swing Momentum Strategy is a quantitative trading approach that combines swing trading principles with momentum indicators to identify and capture mid term trading opportunities. The strategy has demonstrated promising results during backtesting, including a significant net profit and a favourable profit factor.















