4-Hour Moving AveragesTitle: 4-Hour Moving Averages Indicator
Description:
The "4-Hour Moving Averages" indicator is designed to help traders easily visualize key moving averages derived from the 4-hour timeframe, regardless of the chart interval they are using. This indicator plots four moving averages: a 15-period SMA (Short-Term), a 35-period SMA (Intermediate-Term), an 80-period SMA (Long-Term), and a 130-period SMA (Confirmation).
These moving averages provide a balanced approach for identifying short, medium, and long-term trends, as well as confirming significant market movements. Ideal for swing traders and those looking for clear trend signals, the indicator can be used for various markets, including stocks, forex, and cryptocurrencies.
The 4-hour moving averages overlay directly on the price chart, allowing for easy analysis of current price movements relative to important trend indicators. Use this script to enhance your trading decisions, identify opportunities, and avoid market traps by relying on consistent moving average trends.
Features:
- 15 SMA for Short-Term Trends (in red)
- 35 SMA for Intermediate-Term Trends (in orange)
- 80 SMA for Long-Term Trends (in green)
- 130 SMA for Confirmation (in blue)
Feel free to modify the settings to suit your specific strategy and market conditions.
Cryptotrading
Fibonacci Retracements & Trend Following Strategy V2This Pine Script strategy generates trading signals using Fibonacci levels and trend-following indicators.
1. Strategy Summary
This strategy analyzes price movements using a combination of Fibonacci levels and trend-following indicators, providing potential trading signals. The strategy includes Fibonacci levels as well as EMA (Exponential Moving Average) and ADX (Average Directional Index) indicators.
2. Indicators and Parameters
Fibonacci Levels
Fibonacci Level 1, Level 2, Level 3, Level 4: Used as Fibonacci retracement levels. These levels are typically set at 0.236, 0.382, 0.618, and 0.786. Users can adjust these values according to their preferences.
Trend-Following Indicator
Trend Length: The period for calculating the EMA used as the trend-following indicator. For example, if set to 20, the EMA will be calculated over 20 periods.
ADX (Average Directional Index)
ADX Length: The period for calculating the ADX. ADX measures the strength of the price trend and is usually set to 14 periods.
ADX Threshold: A threshold value for the ADX. This value determines when trading signals will be activated.
3. Usage Steps
Displaying the Indicator on the Chart:
On the TradingView platform, paste the code into the Pine Editor and click the "Add to Chart" button to add it to the chart.
Analyzing the Indicators:
Fibonacci Levels: Show retracement levels of price movements. When the price reaches one of these levels, potential reversals may occur.
Trend-Following Indicator: EMAs determine the direction of the trend. Green EMA represents an uptrend, while red EMA represents a downtrend.
ADX: Measures the strength of the trend. When ADX surpasses the threshold value, it indicates a strong trend.
Trading Signals:
Long Signal: Generated when the price is above the second Fibonacci level and the trend is upward. Additionally, the ADX value must be above the set threshold.
Short Signal: Generated when the price is below the second Fibonacci level and the trend is downward. Additionally, the ADX value must be above the set threshold.
Target Prices:
Long Targets: Determines upward targets based on Fibonacci levels. These targets indicate expected prices if the price reverses from Fibonacci levels.
Short Targets: Determines downward targets based on Fibonacci levels. These targets indicate expected prices if the price reverses from Fibonacci levels.
4. Chart Displays
Trend Up (Green Line): Shows the rising EMA.
Trend Down (Red Line): Shows the falling EMA.
Fibonacci Levels (Blue Lines): Shows Fibonacci retracement levels.
Long Targets (Green Circles): Shows targets for long positions.
Short Targets (Red Circles): Shows targets for short positions.
Long Signal (Green Label): Buy signal.
Short Signal (Red Label): Sell signal.
5. Important Notes
Retracement and Target Levels: Fibonacci levels can act as potential retracement or support/resistance levels. However, they should always be used in conjunction with other technical analysis tools.
Trend and ADX: ADX is used to determine the strength of the trend. Be aware that when ADX is low, trends may be weak.
6. Example Scenarios
Example 1: If the trend is upward (green EMA) and the price is above the second Fibonacci level, you may receive a long position signal. If the ADX value is above the threshold, the signal may be stronger.
Example 2: If the trend is downward (red EMA) and the price is below the second Fibonacci level, you may receive a short position signal. If the ADX value is above the threshold, the signal may be stronger.
This updated version contains significant improvements in both technical aspects and user experience. Innovations such as ADX calculations and dynamic Fibonacci levels make the strategy more robust and flexible. The code's readability and comprehensibility have been enhanced, and errors have been corrected.
This guide will help you understand the basic operation of the strategy. It is always recommended to conduct your own research and test the strategy before using it.
GOOD LUCK. // halilvarol
Arbitrage Spread v2 : 3 pairs + 3 charts [Arby.Trade]
This indicator allows you to track in real time the change in the spread (the difference in the exchange rate) between two assets for three trading pairs at the same time.
How does the indicator work?
In the indicator settings menu, the user selects two trading pairs, for example BTCUSDT on the Binance exchange and BTCUSDT on the Bybit exchange, after which the script will receive prices from both exchanges and compare them with each other, calculating the percentage deviation between prices (spread). This setting can be made for three trading pairs. Keep in mind that the script can only work with those assets and exchanges that are on board TradingView, and this is quite a lot.
According to the calculated value of spreads, the spread lines for three trading pairs are displayed on the screen. The spread lines move between values above zero and below. When the spread line is below zero, it means that the price of the asset on the first exchange is less than on the second. That is, by buying an asset on the first exchange and selling it on the second one, you can earn money (of course, it is important to take into account the commissions of the exchanges for these transactions). When the spread line is above zero, the opposite is true. When the spread is zero, the prices on both exchanges are the same and there is no arbitrage situation.
Indicator settings.
For a better visual representation of the current spread value, the indicator has the ability to set two threshold spread levels. The first threshold level is the level below which the spread is not interesting to the trader and he will not consider arbitrage deals. The second threshold level is the level of a particularly high spread. When the spread value exceeds the second threshold level, the spread values will be signed above the spread line, and the extreme values for the user-defined period of bars back will be additionally highlighted in a brighter color. Both threshold levels are displayed on the chart and the user can change their values in the indicator settings menu.
The script allows you to leave only one spread line on the chart for one of the three trading pairs, while maintaining the display of indicator tables for three trading pairs. The script also allows you to completely disable the display of unnecessary trading pairs.
If the volatility of the spread lines is too high and the spread lines from different trading pairs overlap each other, use the "Distance between charts" setting and increase its value until the display of all three charts becomes comfortable.
Alerts.
Additionally, you can set the threshold value of the spread, at which the script will send notifications from TradingView. We called it the Spread Signal Threshold. This threshold level has nothing to do with the visual thresholds described above. You can set a signal level exceeding the second visual threshold or make it lower, but it is important to understand that TradingView alerts will only be triggered if the Spread Signal Threshold is exceeded. This threshold level is common to all trading pairs, so notifications will be sent when this spread level is reached for any of the three trading pairs.
To set up alerts, open the "Alerts" tab in the TradingView menu on the right. Click the "Create Alert" button. Then, in the window that opens, select this indicator in the "Condition" line. After that, you can set a name for this alert and complete the notification setup by clicking the "Create" button.
We, the authors of this script, have been engaged in cryptocurrency arbitrage for a long time and, first of all, created it for ourselves and our daily arbitrage trading, but this does not prevent you from using it at your discretion for any types of assets and in any markets.
We have a lighter version of the indicator that allows you to track the spread for only one trading pair. If this indicator seems too heavy for you and your device, you can use a lighter version .
If, on the contrary, the capabilities of your hardware allow, do not forget that you can always add several copies of this indicator to your screen and simultaneously track not 3, but 6-9-12 and so on arbitrage pairs at the same time. ;)
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Данный индикатор позволяет отслеживать в реальном времени изменение спреда (разницы в курсе) между двумя активами по трем торговым парам.
Как устроен индикатор?
В меню настроек индикатора пользователь выбирает две торговые пары, например BTCUSDT на бирже Binance и BTCUSDT на бирже Bybit, после чего скрипт получит цены с обеих бирж и сравнит их между собой, рассчитав процентное отклонение между ценами (спред). Такую настройку можно произвести для трех торговых пар. Учитывайте, что скрипт может работать только с теми активами и биржами, которые есть на борту TradingView, и это не мало.
По рассчитанному значению спредов на экран выводится линии спредов по трем торговым парам. Линии спредов двигаются между значениями то выше нуля, то ниже. Когда линия спреда ниже нуля это значит что цена на актив на первой бирже меньше, чем на второй. То есть, купив актив на первой бирже и продав его на второй можно заработать (конечно при этом важно учитывать комиссии бирж на совершение данных сделок). Когда линия спреда выше нуля - наоборот. Когда спред равен нулю - цены на обеих биржах одинаковы и арбитражная ситуация отсутствует.
Настройки индикатора.
Для лучшего визуального представления о текущем значении спреда индикатор имеет возможность задать два пороговых уровня спреда. Первый пороговый уровень – это уровень, ниже которого спред не интересен трейдеру и он не будет рассматривать арбитражные сделки. Второй пороговый уровень – это уровень особенно повышенного спреда. Когда значение спреда превышает второй пороговый уровень над линией спреда будут подписаны значения спреда, а экстремальные значения за заданный пользователем период баров назад будут дополнительно выделены более ярким цветом. Оба пороговых уровня отображаются на графике и пользователь может менять их значения в меню настроек индикатора.
Скрипт позволяет оставить на графике только одну линию спреда по одной из трех торговых пар, при этом сохранив отображение индикаторных таблиц по трем торговым парам. Также скрипт позволяет полностью отключить отображение ненужных торговых пар.
Если волатильность линий спреда слишком высока и линии спреда от разных торговых пар накладываются друг на друга воспользуйтесь настройкой «Distance between charts» и увеличивайте ее значение до тех пор пока отображение всех трех графиков не станет комфортным.
Уведомления.
Дополнительно можно настроить пороговое значение спреда, при достижении которого скрипт будет отправлять уведомления от TradingView. Мы назвали это Spread Signal Threshold. Этот пороговый уровень никак не связан с визуальными пороговыми уровнями, описанными выше. Вы можете задать сигнальный уровень превышающий второй визуальный пороговый уровень или сделать его ниже, но важно понимать, что оповещения TradingView будут срабатывать только от превышения именно Spread Signal Threshold. Этот пороговый уровень является общим для всех торговых пар, поэтому уведомления будут приходить при достижении этого уровня спреда по любой из трех торговых пар.
Для настройки оповещений откройте вкладку «Оповещения» в меню TradingView справа. Нажмите кнопку «Создать оповещение». Затем в открывшемся окне в строке «Условие» выберете данный индикатор. После чего вы можете задать название данному оповещению и завершить настройку оповещения, нажав кнопку «Создать».
Мы, авторы данного скрипта, давно занимаемся арбитражем криптовалюты и, в первую очередь, создавали его для себя и своей каждодневной арбитражной торговли, но это не мешает вам использовать его по своему усмотрению для любых видов активов и на любых рынках.
У нас есть более легкая версия индикатора, позволяющая отслеживать спред только по одной торговой паре. Если данный индикатор покажется для вас и вашего устройства слишком тяжелым вы можете воспользоваться более легкой версией .
Если, наоборот, возможности вашего железа позволяют, не забывайте, что вы всегда можете добавить себе на экран несколько копий этого индикатора и отслеживать одновременно не 3, а 6-9-12 и тд арбитражных пар одновременно. ;)
Arbitrage Spread v1 : 1 pair + 1 chart [Arby.Trade]This indicator allows you to track in real time the change in the spread (the difference in the exchange rate) between two assets.
How does the indicator work?
In the indicator settings menu, the user selects two trading pairs, for example BTCUSDT on the Binance exchange and BTCUSDT on the Bybit exchange, after which the script will receive prices from both exchanges and compare them with each other, calculating the percentage deviation between prices (spread). The script can only work with those assets and exchanges that are on board TradingView.
According to the calculated spread value, the spread line is displayed on the screen. This line moves between values above zero and below. When the spread line is below zero, it means that the price of the asset on the first exchange is less than on the second. That is, by buying an asset on the first exchange and selling it on the second one, you can earn money (of course, it is important to take into account the commissions of the exchanges for these transactions). When the spread line is above zero, the opposite is true. When the spread is zero, the prices on both exchanges are the same and there is no arbitrage situation.
Indicator settings.
For a better visual representation of the current spread value, the indicator has the ability to set two threshold spread levels. The first threshold level is the level below which the spread is not interesting to the trader and he will not consider arbitrage deals. The second threshold level is the level of a particularly high spread. When the spread value exceeds the second threshold level, the spread values will be signed above the spread line, and the extreme values for the user-defined period of bars back will be additionally highlighted in a brighter color. Both threshold levels are displayed on the chart and the user can change their values in the indicator settings menu.
Alerts.
Additionally, you can set the threshold value of the spread, at which the script will send notifications from TradingView. We called it the Spread Signal Threshold. This threshold level has nothing to do with the visual thresholds described above. You can set a signal level exceeding the second visual threshold or make it lower, but it is important to understand that TradingView alerts will only be triggered if the Spread Signal Threshold is exceeded.
To set up alerts, open the "Alerts" tab in the TradingView menu on the right. Click the "Create Alert" button. Then, in the window that opens, select this indicator in the "Condition" line. After that, you can set a name for this alert and complete the notification setup by clicking the "Create" button.
We, the authors of this script, have been engaged in cryptocurrency arbitrage for a long time and, first of all, created it for ourselves and our daily arbitrage trading, but this does not prevent you from using it at your discretion for any types of assets and in any markets.
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Данный индикатор позволяет отслеживать в реальном времени изменение спреда (разницы в курсе) между двумя активами.
Как устроен индикатор?
В меню настроек индикатора пользователь выбирает две торговые пары, например BTCUSDT на бирже Binance и BTCUSDT на бирже Bybit, после чего скрипт получит цены с обеих бирж и сравнит их между собой, рассчитав процентное отклонение между ценами (спред). Скрипт может работать только с теми активами и биржами, которые есть на борту TradingView, и это не мало.
По рассчитанному значению спреда на экран выводится линия спреда. Данная линия двигается между значениями то выше нуля, то ниже. Когда линия спреда ниже нуля это значит что цена на актив на первой бирже меньше, чем на второй. То есть, купив актив на первой бирже и продав его на второй можно заработать (конечно при этом важно учитывать комиссии бирж на совершение данных сделок). Когда линия спреда выше нуля - наоборот. Когда спред равен нулю - цены на обеих биржах одинаковы и арбитражная ситуация отсутствует.
Настройки индикатора.
Для лучшего визуального представления о текущем значении спреда индикатор имеет возможность задать два пороговых уровня спреда. Первый пороговый уровень – это уровень, ниже которого спред не интересен трейдеру и он не будет рассматривать арбитражные сделки. Второй пороговый уровень – это уровень особенно повышенного спреда. Когда значение спреда превышает второй пороговый уровень над линией спреда будут подписаны значения спреда, а экстремальные значения за заданный пользователем период баров назад будут дополнительно выделены более ярким цветом. Оба пороговых уровня отображаются на графике и пользователь может менять их значения в меню настроек индикатора.
Уведомления.
Дополнительно можно настроить пороговое значение спреда, при достижении которого скрипт будет отправлять уведомления от TradingView. Мы назвали это Spread Signal Threshold. Этот пороговый уровень никак не связан с визуальными пороговыми уровнями, описанными выше. Вы можете задать сигнальный уровень превышающий второй визуальный пороговый уровень или сделать его ниже, но важно понимать, что оповещения TradingView будут срабатывать только от превышения именно Spread Signal Threshold.
Для настройки оповещений откройте вкладку «Оповещения» в меню TradingView справа. Нажмите кнопку «Создать оповещение». Затем в открывшемся окне в строке «Условие» выберете данный индикатор. После чего вы можете задать название данному оповещению и завершить настройку оповещения, нажав кнопку «Создать».
Мы, авторы данного скрипта, давно занимаемся арбитражем криптовалюты и, в первую очередь, создавали его для себя и своей каждодневной арбитражной торговли, но это не мешает вам использовать его по своему усмотрению для любых видов активов и на любых рынках.
Trendinator LiteThe Trendinator Lite indicator detects whether the crypto price is trending up or down. It is based on a set of rules developed by Scott Phillips.
According to the rules, trending is a two stage process (bollinger bands are 20 bar, 2 std):
1) Touch of the upper bollinger band for uptrend or touch of lower bollinger band for downtrend.
2) Look for a subsequent candle that makes both a higher high and a higher close since the upper bollinger touch in 1). When this happends, uptrend is confirmed. The reverse is true for down trend - look for a subsequent candle that makes both a lower low and a lower close since the lower bollinger touch in 1).
Trending stops when one of two things happens:
1) When we touch the lower bollinger band (in case of uptrend), or we touch the upper bollinger band (in case of downtrend).
2) When we continue for 20 bars without making a higher high (lower low for downtrend) than any of the preceding candles since we started trending.
The indicator is overlaid on top of the main chart - green for trending up, red for trending down, yellow for no trend.
Note, the upper bollinger and lower bollinger values are available as upper_bb and lower_bb respectively. Alerts can be set using these values if required.
Bitcoin Correlation MapHello everyone,
This indicator shows the correlation coefficients of altcoins with bitcoin in a table.
What is the correlation coefficient?
The correlation coefficient is a value that takes a value between 0 and 1 when a parity makes similar movements with the reference parity, and takes a value between 0 and -1 when it makes opposite movements.
In order to obtain more meaningful and real-time results in this indicator, the weighted average of the correlation values of the last 200bar was used. You can change the bar length as you wish. With the correlation value, you can see the parities that have similar movements with bitcoin and integrate them into your strategy.
You can change the coin list as you wish, and you can also calculate their correlation with etherium instead of bitcoin .
The indicator shows the correlation value of 36 altcoins at the moment.
The indicator indicates the color of the correlated parities as green and the color of the inversely correlated parities as red.
Cheers
Crypto McClellan Oscillator (SLN Fix)This is an adaption of the Mcclellan Oscillator for crypto. Instead of tracking the S&P500 it tracks a selection of cryptos to make sure the indicator follows this sector instead.
Full credit goes to the creator of this indicator: Fadior. It has since been fixed by SLN.
The following description explains the standard McClellan Oscillator. Full credit to Investopedia , my fav source of financial explanations.
The same principles applies to its use in the crypto sector, but please be cautious of the last point, the limitations. Since crypto is more volatile, that could amplify choppy behavior.
This is not financial advice, please be extremely cautious. This indicator is only suitable as a confirmation signal and needs support of other signals to be profitable.
This indicator usually produces the best signals on slightly above daily time frame. I personally like 2 or 3 day, but you have to find the settings suitable for your trading style.
What Is the McClellan Oscillator?
The McClellan Oscillator is a market breadth indicator that is based on the difference between the number of advancing and declining issues on a stock exchange, such as the New York Stock Exchange (NYSE) or NASDAQ.
The indicator is used to show strong shifts in sentiment in the indexes, called breadth thrusts. It also helps in analyzing the strength of an index trend via divergence or confirmation.
The McClellan Oscillator formula can be applied to any stock exchange or group of stocks.
A reading above zero helps confirm a rise in the index, while readings below zero confirm a decline in the index.
When the index is rising but the oscillator is falling, that warns that the index could start declining too. When the index is falling and the oscillator is rising, that indicates the index could start rising soon. This is called divergence.
A significant change, such as moving 100 points or more, from a negative reading to a positive reading is called a breadth thrust. It may indicate a strong reversal from downtrend to uptrend is underway on the stock exchange.
How to Calculate the McClellan Oscillator
To get the calculation started, track Advances - Declines on a stock exchange for 19 and 39 days. Calculate a simple average for these, not exponential moving average (EMA).
Use these simple values as the Prior Day EMA values in the 19- and 39-day EMA formulas.
Calculate the 19- and 39-day EMAs.
Calculate the McClellan Oscillator value.
Now that the value has been calculated, on the next calculation use this value for the Prior Day EMA. Start calculating EMAs for the formula instead of simple averages.
If using the adjusted formula, the steps are the same, except use ANA instead of using Advances - Declines.
What Does the McClellan Oscillator Tell You?
The McClellan Oscillator is an indicator based on market breadth which technical analysts can use in conjunction with other technical tools to determine the overall state of the stock market and assess the strength of its current trend.
Since the indicator is based on all the stocks in an exchange, it is compared to the price movements of indexes that reflect that exchange, or compared to major indexes such as the S&P 500.
Positive and negative values indicate whether more stocks, on average, are advancing or declining. The indicator is positive when the 19-day EMA is above the 39-day EMA, and negative when the 19-day EMA is below the 39-day EMA.
A positive and rising indicator suggests that stocks on the exchange are being accumulated. A negative and falling indicator signals that stocks are being sold. Typically such action confirms the current trend in the index.
Crossovers from positive to negative, or vice versa, may signal the trend has changed in the index or exchange being tracked. When the indicator makes a large move, typically of 100 points or more, from negative to positive territory, that is called a breadth thrust.
It means a large number of stocks moved up after a bearish move. Since the stock market tends to rise over time, this a positive signal and may indicate that a bottom in the index is in and prices are heading higher overall.
When index prices and the indicator are moving in different directions, then the current index trend may lack strength. Bullish divergence occurs when the oscillator is rising while the index is falling. This indicates the index could head higher soon since more stocks are starting to advance.
Bearish divergence is when the index is rising and the indicator is falling. This means fewer stocks are keeping the advance going and prices may start to head lower.
Limitations of Using the McClellan Oscillator
The indicator tends to produce lots of signals. Breadth thrusts, divergence, and crossovers all occur with some frequency, but not all these signals will result in the price/index moving in the expected direction.
The indicator is prone to producing false signals and therefore should be used in conjunction with price action analysis and other technical indicators.
The indicator can also be quite choppy, moving between positive and negative territory rapidly. Such action indicates a choppy market, but this isn't evident until the indicator has made this whipsaw move a few times.
Good luck and a big thanks to Fadior!
Encounters Pro - Free versionThe Encounters Pro indicator is a general-purpose tool to improve the capacity of forecasting future market price moves.
This free version has one engine active and a second engine partially active between 15h and 17h UTC.
This indicator does not provide buy, sell or hold signals ; instead, it helps to determine the future direction of prices .
How to read it:
The engines must be tracked from bottom to the top. Red color is bearish or descending and green color is bullish or ascending. The upper engine (line) is the one that represents the immediate price direction, take it into consideration.
When two or more consecutive engines change, sequentially, from bottom to top, and they have, after this process, the same color, it may indicate that price is about to move in that direction. However, that is not enough, the trend must be already present or you must have a sound technical reason to validate the idea provided by the Encounters Pro indicator.
There are four examples on the image above.
Case 1 is a valid signal because the three upper engines changed from red to green, from bottom to top: firstly the third one, then the second one and, finally, the first one on top.
Case 2 would not be a valid singnal considering that the third engine was red before the first one turned green. However, it was a valid bullish signal because the fourth level was green before the second and the first.
Case 3 is not a valid signal because the first engine is green and the rest are red.
Case 4 is not a valid signal because the sequence goes from top to bottom and it is mandatory that the sequence goes from the bottom or lower engines to the ones on top.
Two engines switching color at the same time are valid. This is the only exception to the bottom to top rule.
The engines
The first one (the top one) leads the rest from the temporal perspective, but it is the weaker one. The sencond and rest of lines, to the bottom, reflect an increasing directional strength, and may represent deeper effects on market prices. You will have to carefully examine the chart, with historical data, and observe how price reacts as you spot different patterns among the engines of the Encounter Pro indicator.
On the main image above, the green arrows show a clear bullish tendency upon London Markets open time, for instance.
The slope and the engine position
The lines should be considered in terms of their slope and position. An ascending line is a bullish strength signal, even if a red color temporarily appears, specially if above the middle level of the engine. When the lines are on top, it means the engine is gauging the maximum possible bullish pressure, but if the line were falling at the same time, above the middle level, the bullish implication of that engine would be significantly lower.
Conversely, when lines are either stalling or close to the bottom, it is a signal of bearish increasing power.
Token Metrics IndicatorThe Token Metrics Combined Indicator v2 is a comprehensive technical analysis tool designed to output Long/Short signals for crypto assets on TradingView. It combines multiple indicators, including Token Metrics Clouds, Token Metrics Trend Lines , Token Metrics Channels, and signals, to give a comprehensive outlook on the market trend and potential entry/exit points.
Users can backtest the signals to understand the strategy's historical performance, learn how to use it, identify its pros and cons, and determine the market conditions it best suits. It is important to note that the backtesting performance does not indicate future results.
The methods for calculating fixed stop-losses vary depending on the trading pattern. A fixed stop-loss is used for long-term trading, while a trading stop-loss is used for high-frequency trading. This provides flexible investment risk management, allowing you to assign different stop-loss percentages to different trading strategies.
The Length input allows users to control the indicator’s sensitivity, with a default value of 20 bars for long-term trading and 9 bars for high-frequency trading. The Adjustment Factor input has a default value of 0.1 and can be adjusted to adapt to changing levels of volatility . The Stop-loss input allows users to control their risk tolerance, with a default value of 8% for long-term trading and 2% for high-frequency trading.
Token Metrics Clouds incorporates a bullish / bearish trend indicator, which uses two adaptive moving averages that adapt to volatility , reducing false trend signals during range-bound environments and providing a more accurate representation of market trends.
The Token Metrics Trendline is a long-term indicator that uses an adaptive moving average to identify long-term trends. This can also be used for long-term resistance and support levels, providing a comprehensive overview of the current market situation for both long-term and high-frequency traders.
The Token Metrics Signals indicator provides long, short, and close signals, indicating when to enter and exit long or short positions based on the TM trend-following strategy.
The Token Metrics Channels indicator is a top/bottom indicator that adjusts to current levels of volatility . This uses adaptive Donchian channels to determine the previous short-term swing high and low, providing insight into where short-term resistance or support might be forming and where breakouts can occur. The look-back periods change according to the strategy time frame, offering a flexible and dynamic approach to market analysis.
Long-term trading is a trend-following strategy best suited for daily and weekly timeframes. This strategy works well in trending markets but may produce false signals in choppy or range-bound markets.
High-frequency trading is a mean-reverting strategy best suited for 15-minute, 30-minute, and 1-hour timeframes. This strategy performs well in choppy or range-bound markets but may not be effective in strong trending markets.
Rocket Grid Algorithm - The Quant ScienceThe Rocket Grid Algorithm is a trading strategy that enables traders to engage in both long and short selling strategies. The script allows traders to backtest their strategies with a date range of their choice, in addition to selecting the desired strategy - either SMA Based Crossunder or SMA Based Crossover.
The script is a combination of trend following and short-term mean reversing strategies. Trend following involves identifying the current market trend and riding it for as long as possible until it changes direction. This type of strategy can be used over a medium- to long-term time horizon, typically several months to a few years.
Short-term mean reversing, on the other hand, involves taking advantage of short-term price movements that deviate from the average price. This type of strategy is usually applied over a much shorter time horizon, such as a few days to a few weeks. By rapidly entering and exiting positions, the strategy seeks to capture small, quick gains in volatile market conditions.
Overall, the script blends the best of both worlds by combining the long-term stability of trend following with the quick gains of short-term mean reversing, allowing traders to potentially benefit from both short-term and long-term market trends.
Traders can configure the start and end dates, months, and years, and choose the length of the data they want to work with. Additionally, they can set the percentage grid and the upper and lower destroyers to manage their trades effectively. The script also calculates the Simple Moving Average of the chosen data length and plots it on the chart.
The trigger for entering a trade is defined as a crossunder or crossover of the close price with the Simple Moving Average. Once the trigger is activated, the script calculates the total percentage of the side and creates a grid range. The grid range is then divided into ten equal parts, with each part representing a unique grid level. The script keeps track of each grid level, and once the close price reaches the grid level, it opens a trade in the specified direction.
The equity management strategy in the script involves a dynamic allocation of equity to each trade. The first order placed uses 10% of the available equity, while each subsequent order uses 1% less of the available equity. This results in the allocation of 9% for the second order, 8% for the third order, and so on, until a maximum of 10 open trades. This approach allows for risk management and can help to limit potential losses.
Overall, the Rocket Grid Algorithm is a flexible and powerful trading strategy that can be customized to meet the specific needs of individual traders. Its user-friendly interface and robust backtesting capabilities make it an excellent tool for traders looking to enhance their trading experience.
Macro Score - Dem. Fib. McGinley DynamicsA "macro score", as defined here, is created by giving various weights to different signals and adding them together to get one smooth score. Positive or negative values are assigned to each of the signals depending on if the statement is true or false (e.g. DPO > 0: +1, DPO < 0: -1). This manner of strategy allows for a subset of the available signals to be present at one time as opposed to every technical signal having to be active in order for a long/short signal to trigger.
The DFMG - Democratic Fibonacci McGinley Dynamic - is a separate indicator that we have released that takes 10 different Fibonacci McGinley Dynamics (lengths of 3 to 233, at Fibonacci intervals) and averages them to form the DFMG line. This helps by creating a consensus on the trend based on these dynamic lines alone. Crossovers of the DFMG with the various McGinley lengths as well as a cross of the price source and these lines can provide adequate long and short signals.
This strategy has the signals and weights pre-determined in the code. Heaviest weights have been given to crosses of the DFMG line/McGinley(233) as well as the crosses of the McGinley(3)/DFMG. Additionally, there are thresholds for DPO ( Detrended Price Oscillator , above or below 0), CMO ( Chande Momentum Oscillator , above or below 0), Jurik Volatility Bands (above or below 0), and Stoch RSI (above or below 50). These four signals hold a lighter weight than the McGinley cross signals.
The macro score itself is printed in an underlay as a white line that goes between -10 and 10 for this strategy. In addition to the macro score line, a green momentum line (sourced by the macro score itself) has been included. A crossover/crossunder of the macro score and the macro momentum line is included into the long/short signal syntax in addition to long and short thresholds for the macro score, defaulted to 5 and -5 respectively.
Take profit, stop loss, and trailing percentages are also included, found at the bottom of the Input tab under “TT and TTP” as well as “Stop Loss”. Make sure to understand the TP/SL ratio that you desire before use, as the desired hit rate/profitability percentage will be affected accordingly. The option for adding in a trailing stop has also been included, with options to choose between an ATR-based trail or a percentage-based trail.
This strategy does NOT guarantee future returns. Apply caution in trading regardless of discretionary or algorithmic. Understand the concepts of risk/reward and the intricacies of each strategy choice before utilizing them in your personal trading.
Profitview/Pineconnector Settings:
If you wish to utilize Profitview’s automation system, find the included “Profitview Settings” under the Input tab of the strategy settings menu. If not, skip this section entirely as it can be left blank. Options will be “OPEN LONG TITLE”, “OPEN SHORT TITLE”, “CLOSE LONG TITLE”, and “CLOSE SHORT TITLE”. If you wished to trade SOL, for example, you would put “SOL LONG”, “SOL SHORT”, “SOL CLOSE LONG”, and “SOL CLOSE SHORT” in these areas. Within your Profitview extension, ensure that your Alerts all match these titles. To set an alert for use with Profitview, go to the “Alerts” tab in TradingView, then create an alert. Make sure that your desired asset and timeframe are currently displayed on your screen when creating the alert. Under the “Condition” option of the alert, select the strategy, then select the expiration time. If using TradingView Premium, this can be open-ended. Otherwise, select your desired expiration time and date. This can be updated whenever desired to ensure the strategy does not expire. Under “Alert actions”, nothing necessarily needs to be selected unless so desired. Leave the “Alert name” option empty. For the “Message”, delete the generated message and replace it with {{strategy.order.alert_message}} and nothing else. If using Pineconnector, follow the same directions for setting up an alert, but use the " ,buy, ,risk=" syntax as noted in the tooltips.
Default Properties for AVAX 20M:
DPO - 35 , uncentered
CMO - 25, open
K/D - 3/3
RSI Stoch Length - 3
Stoch Length - 4
Stoch Source - open
JVB Length - 14
JVB Smoothing - 2
DFMG source - close
Macro Length - 14
TP % - 1.5%
TTP % - 0.005%
SL % - 1.8%, no trail
Ichimoku Cloud and ADX with Trailing Stop Loss (by Coinrule)The Ichimoku Cloud is a collection of technical indicators that show support and resistance levels, as well as momentum and trend direction. It does this by taking multiple averages and plotting them on a chart. It also uses these figures to compute a “cloud” that attempts to forecast where the price may find support or resistance in the future.
The Ichimoku Cloud was developed by Goichi Hosoda, a Japanese journalist, and published in the late 1960s. It provides more data points than the standard candlestick chart. While it seems complicated at first glance, those familiar with how to read the charts often find it easy to understand with well-defined trading signals.
The Ichimoku Cloud is composed of five lines or calculations, two of which comprise a cloud where the difference between the two lines is shaded in.
The lines include a nine-period average, a 26-period average, an average of those two averages, a 52-period average, and a lagging closing price line.
The cloud is a key part of the indicator. When the price is below the cloud, the trend is down. When the price is above the cloud, the trend is up.
The above trend signals are strengthened if the cloud is moving in the same direction as the price. For example, during an uptrend, the top of the cloud is moving up, or during a downtrend, the bottom of the cloud is moving down.
DMI is simple to interpret. When +DI > - DI, it means the price is trending up. On the other hand, when -DI > +DI, the trend is weak or moving on the downside. The ADX does not give an indication of the direction but about the strength of the trend.
Typically values of ADX above 25 mean that the trend is steeply moving up or down, based on the -DI and +DI positioning. This script aims to capture swings in the DMI, and thus, in the trend of the asset, using a contrarian approach.
Trading on high values of ADX, the strategy tries to spot extremely oversold and overbought conditions. Values of ADX above 45 may suggest that the trend has overextended and is maybe about to reverse.
This strategy combines the Ichimoku Cloud with the ADX indicator to better enter trades.
Long orders are placed when these basic signals are triggered.
Long Position:
Tenkan-Sen is above the Kijun-Sen
Chikou-Span is above the close of 26 bars ago
Close is above the Kumo Cloud
MACD line crosses over the signal line
-DI is greater than +DI
ADX is greater than 45
Close Position:
3% increase trailing
3% decrease trailing
The script is backtested from December 2022 and provides good returns.
A trading fee of 0.1% is also taken into account and is aligned to the base fee applied on Binance.
Crypto Market Breadth [QuantVue]15 top crypto tickers of your choosing. Just input your 15 favorite crypto markets in the settings.
Showing breadth of market as a percentage change to gauge buyers/sellers strength.
You can check this on the last day of the week and compare each daily bar to see if buyers are increasing/decreasing or sellers increasing/decreasing bars.
A reading above +2 is bullish , below -2 is bearish momentum, between +2 and -2 neutral.
Works best on daily charts .
Hope you enjoy!
*this will also work with stock tickers!
Trendmaster - Crypto On-Chain Metric BundleWhat it is:
The ‘Trendmaster Crypto On-Chain Metric Bundle’ is truly a one-of-a-kind bundle. It provides a complete insight into the on-chain dynamics of the entire Crypto asset class, with a multitude of different included indicators providing unique information and data points to give users an edge regardless of ticker, timeframe, or trading style.
What it Does:
Allows you to switch between several different metrics in one place and see specific combined metrics and look at the metrics to take contrarian positions
How to Use it:
Use these metrics to see the on-chain actions in cryptocurrency and play the contrarian. For example, when people are flooding into stablecoins as the price goes down you can see that as a potential buy indicator.
All metrics can be viewed with a Dashboard allowing the user to see all of the information in 1 place.
List of On-Chain Metrics:
To begin with, we have the ‘Trendmaster On-Chain Rating’ – which is our all-in-one, complete on-chain overview metric that can give you an instant insight into the fundamental and underlying strength of any given Crypto asset. It collates the key factors provided by all other indicators within the bundle, weighing in and condensing all of that information into a simple -5 to 5 scale; with a -5 indicating a completely bearish outlook on the asset, and a +5 representing truly great upcoming upside potential. As this indicator is taking into account large amounts of data and statistics to provide an on-chain overview, this value is best taken into consideration on higher timeframes such as the 4hour or daily to provide fundamentally strong buy or sell swing trade opportunities. Extreme rating signals on this indicator are rare but always worth taking into serious consideration.
Secondly, we have the ‘Collated Open Interest Oscillator’ – which gives us a peek into the current outlook of the derivatives market across a wide array of Crypto futures on a number of different exchanges. This indicator provides data on a 0-100 scale, with 100 indicating a substantial and sustained increase in open derivative positions in relation to the underlying market volume. A score of 100 can tell us that a huge amount of traders are trying to position themselves with high leverage in anticipation of a big move, and can often be compared to periods of extreme greed from market participants. On the contrary, a value of 0 shows us that the derivative market is decreasing in volume and therefore open interest is decreasing, which can be likened to periods of extreme fear. This data is only provided at daily intervals, but as incredibly high or low values on this indicator can have an almost instant impact, this indicator is best utilized for medium-term trading and investment decisions.
The ‘Social Sentiment Oscillator' analyses bullish and bearish narratives in relation to a number of large Cryptocurrencies and the market in general, across multiple social media platforms. Rather than a traditional 0-100 ‘Fear & Greed’ index that many may be familiar with, this indicator tracks the changing in sentiment across platforms on a -100 to 100 scale. A score of -100 may not necessarily indicate immediate extreme fear in the market, but instead a huge shift from an incredibly bullish narrative to an incredibly bearish one. Similar to a score of 100, this does not necessarily indicate that the current outlook on social media platforms is currently positive, but rather that a substantial amount of people are altering their views and have become more bullish on a short-term basis. This data is only provided at daily intervals, so make sure to keep an eye on price and sentiment divergences for the best swing trade opportunities to play contrarian to the majority.
Following this is the ‘Miner Confidence Metric’, which provides a long-term overview of the current Crypto miner's outlook. This simple -10 to 10 scale gives us an easy-to-follow bearish to the bullish sentiment of miners. This indicator takes into account the current hash rate, looking at both how it historically compares as well as its rate of decrease/increase; as well as on-chain miner movements to verify their stance on either holding onto their Crypto earnings or preferring to move their coins to exchanges to sell and cover their running costs. Generally speaking, miners can face difficulties operating during times of large market drawdowns, and may be forced into offloading and selling physical and virtual resources to remain afloat – this is indicated by a -10 value at the extreme end, and has historically provided outsized returns for long-term investors accumulating at their demise. Contrary to this, a score of 10 can indicate that miners are not only bullish on the future of crypto, but are likely also expanding operations in anticipation of higher prices in the future. This data is only provided at daily intervals, but on longer-term timeframes provide some of the best long-term accumulation opportunities available to market participants.
Next is the ‘Collated On-Chain Volume’ indicator, which simply monitors a variety of Cryptocurrencies and their underlying on-chain transactional usage. When collating these volumetric data it can provide invaluable insight into the current actions taken by market buyers and sellers and often larger players who can have a big influence on price. Typically when we see large spikes in on-chain usage it indicates substantial levels of accumulation or distribution, which can be made more obvious by observing where we currently are in a market cycle. Large spikes after large and extended periods of drawdown can represent coins transferring from retail to larger players who are often referred to as ‘smart money’; and with large on-chain volume following a substantial bull cycle, this may show us larger players distributing coins to retail. Data can only be fetched at daily intervals, but watch for big spikes to try and position yourself alongside the big players.
We also have the ‘Holder in Profit %’ which as it sounds, is just giving us a percentile value of Crypto traders, investors, and holders who are currently in profit on their positions. Historically speaking, when a majority are at a loss – and buying ‘when there is blood in the streets has been a profitable venture. Considering cutting some of your positions when market exuberance is in full effect and a vast majority of participants are reaping in easy profits. As data is only obtained at daily intervals, using this as a longer-term gauge for where we may be in a cycle is where it is most insightful.
The ‘Long/Short Ratio Crossover’ analyses the current disparity between traders who have positioned themselves in a long position on derivatives markets in comparison to those betting on prices going down. This indicator provides another impressive insight into the fallacy of the herd mentality, and how aiming to be on the opposite side of the masses can often be a profitable venture. A value of 100 can show us that an overwhelming majority of traders are predicting a price increase and are trying to position themselves accordingly, whereas a value of -100 indicates almost all derivative traders are trying to bet on a sizeable market downturn. This metric can be useful for both long-term positions and shorter-term scalping methods of trading and investing, updating on a per-candle basis.
Along with this, the ‘Retail Stablecoin Demand’ looks into the current demand for a number of Crypto stablecoins, aiming to mimic an underlying value close to that of traditional fiat currencies like the US Dollar. This is calculated by analyzing the short to mid-term rush to these ‘safer’ assets by retail traders. Traditionally people will exit their positions in favor of stable assets when they are either currently or are expecting to experience losses. Conversely, when users foresee upcoming profits they are likely to transition into a more ‘risk-on’ thesis and exit their stablecoins for more speculative assets. A value of 100 represents a huge demand for stablecoins, whereas a value of -100 shows that there is currently a lack of interest. Another indication providing a chance to profitably play the contrarian, with figures constantly updating to provide the functionality to all regardless of your trading methodology or investment philosophy.
Lastly the ‘Whale Bubbles’, display overlaying circles of varying size and opacity to represent on-chain activity by larger market players who are transferring a portion of their substantial holding, usually to exchanges to sell. These bubbles are placed over price action to clearly see the point at which the transaction occurred. We can also lower the minimum requirement of what is defined as a ‘whale movement’ by increasing the sensitivity within the indicator settings and subsequently increasing signal frequency. When whales begin to sell in numbers, it may be worth considering doing the same yourself!
We hope you can find utility in all of these indicators, and that in unison they can take your trading and investment to the next level. A majority of these indicators within the bundle can be tweaked and optimized within the bundle to further fine-tune and cater to your preferred trading and investing thesis. Check out our other resources and let us know what you’d like to see next!
Trend Follower Intraday [ Adjustable TF ]Trend Follower Intraday for 3 minute Time-Frame (Adjustable) , that has the time condition for Indian Markets as well.
Unlike the Free Scripts - Risk Management , Position Sizing , Partial Exit etc. are also included .
Send us a Message to know more about the strategy.
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The Timing can be changed to fit other markets, scroll down to "TIME CONDITION" to know more.
The commission is also included in the strategy .
The basic idea is when ,
1) EMA1 crosses above EMA2 , is a Long condition .
2) EMA1 crosses below EMA2 , is a Short condition .
3) Green Section indicates Long position.
4) Red Section indicates Short position.
5) Allowed hours specifies the trade entry timing.
6) ATR STOP is the stop-loss value on chart , can be adjusted in INPUTS.
7) Target 1 is the 1st target value on chart , can be adjusted in INPUTS.
8) RISK is Maximum Risk per trade for the intraday trade can be changed .
9) Total Capital used can be adjusted under INPUTS.
10) ATR TRAIL is used for trailing after entry, as mentioned in the inputs below.
11) Check trades under the list of trades .
12) Trade only in liquid stocks .
13) Risk only 1-5% of total capital.
14) Inputs can be changed for better back-test results, but also manually check the trades before setting alerts
15) SQUARE OFF TIME - As you change the time frame , also change the square-off time to the candle's closing time.
Eg: For 3min Time-frame , Hour = 2Hrs | Minute = 57min
16) Strategy stops for the day if you have a loss .
17) COMMISSION value is set to 20Rs and SLIPPAGE value is set to 2 . Go to properties to change it .
*The input values and the results are mentioned under "BACKTEST RESULTS" below*
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// ————————> RISK MANAGEMENT <——————— //
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Risk management is done based on max loss per trade and can be adjusted in the INPUTS.
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// ————————> POSITION SIZE <——————— //
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Quantity of each trade is different based on the loss
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// ————————> PROPERTIES <——————— //
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COMMISSION , SLIPPAGE ,RECALCULATE is already mentioned in the code.
COMMISSION can be charges , based on the broker charges.
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// ————————> TIME CONDITION <————————— //
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The time can be changed in the INPUT.
The Indian Markets open at 9:15am and closes at 3:30pm.
The 'Allowed hours' under Inputs specifies the time at which Entries should happen .
"Close All" function closes all the trades before 3pm , at the open of the next candle.
To change the time to close all trades , check INPUT.
All open trades get closed by 3pm , because some brokers don't allow you to place fresh intraday orders after 3pm .
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// ————————> BACKTEST RESULTS ( 123 CLOSED TRADES ) <————————— //
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INPUTS can be changed for better Back-Test results.
The strategy applied to NSE:JSWENERGY (3 min Time-Frame and with a capital of 3,00,000 ) gives us 81% profitability , as shown below
It was tested for a period a 6 months with a Profit Factor of 1.957 ,net Profit of 43,000Rs .
Sharpe Ratio = 0.745
Sortino Ratio = 2.091
No strategy in the world promises 100% profits in all market conditions , so always define your risk before trading.
Also check Back-Test results manually ,before setting Alerts
The Graph has a Linear Curve with Consistent Profits.
The INPUTS are as follows,
1) EMA1 ————————————————> 38
2) EMA2 ————————————————> 118
3) ALLOWED HRS ———————————> 9:35 TO 14:30
4) ATR STOP ——————————————> 3.2
5) RISK ——————————————————> 3000
6) ATR TRAIL ———————————————> 2.6
7) TARGET 1 ————————————————> 2.4
8) MAX POSITION VALUE ——————————> 3,00,000
8) MAX DRAWDOWN —————————————> 9,000
8) SQUARE-OFF ————————————————> 14:57
NSE:JSWENERGY
Apply it to your charts Now !
NSE:JSWENERGY
Send us a message for FREE TRIALS | Instant Access
Thank You ☺
TARVIS Labs - Bitcoin Macro Bottom/Top SignalsSCRIPT DESCRIPTION
This is a script specifically written to help provide indicators from a macro view. This script is best run on the 1 day interval on Bitstamp's $BTCUSD chart. It helps indicate when to accumulate bitcoin, and when its in a bull run when there are local tops, strong top warnings, and a signal to exit a bull run. This is described further below.
If you don't have interest in trading on the way to the top I suggest turning off the following indicators in the settings of the indicator:
- Opportunity To Buy Back In Indicator
- Local Top Near Bull Run Top Indicator
ACCUMULATION ZONE INDICATOR - LIGHT GREEN
Description
When we look at the history of Bitcoin every bottom has crossed below the 100 week EMA. Once it does its accompanied by hash ribbon cross with miner capitulation. After that is the prime time to accumulate as theres a clearer signal the bottom is in. Specifically, a signal to look for is the 14 day MACD/signal cross and the 14 day MACD continuing to stay above the signal until the price returns above the 100 week EMA. This is prime accumulation territory.
Strategy for Usage
A good strategy to use when accumulating the bottom is dollar-cost averaging over a 30 day period. The accumulation zone can last longer than 30 days but 30 days is a good range of time to DCA.
STRONG BUY IN ACCUMULATION ZONE INDICATOR - DARK GREEN
Description
We can add to the bottoming signal by looking for post-downtrend reversals inside the bottoming signal. We do this by using a 9/19 daily cross.
Strategy for Usage
These post-downtrend reversals can potentially provide better targeted days for accumulation than the broader bottoming signal and can be used to add more on that day than on an average day for the dollar cost average strategy. Say for example, use 1/3 of funds on these days rather than 1/30th.
OPPORTUNITY TO BUY BACK IN INDICATOR - BLUE
Description
When the 1d 18 EMA > 1d 63 EMA and the 12/52 1d crosses. These together provide good buy opportunities to buy bitcoin.
Strategy for Usage
If you happen to find yourself out of the market from your own TA or a trade, this signal can provide a buy opportunity to reenter the market if you're out of it.
BULL RUN LOCAL TOP INDICATOR - ORANGE
Description
We will similarly use the 100 week EMA to determine trend reversal into a bull run. When we see the 100 week EMA uptrending, we can begin to look for local tops using the 9/19 daily MACD/signal bearish cross along with the 12 EMA having a negative slope, which could be the beginning signal for a local top.
Strategy for Usage
This is a rather light indicator, but can be used in tandem with your own technical analysis to determine if you want to reenter after you exit from its signal.
LOCAL TOP NEAR BULL RUN TOP INDICATOR - RED
Description
When the 100 week EMA is in an uptrend we can look for significant loss of momentum in order to determine if a local top is in near a bull run top. Similar to the Bull Run Local Top Indicator, this strategy uses a MACD/signal cross but instead uses the 30/65 day EMAs.
Strategy for Usage
Ideally the right strategy to use here is to exit the market when this indicator starts. When the indicator ends if the "End of Bull Run Indicator" is not showing on the chart you can buy back into the market.
TOP IS LIKELY IN INDICATOR
Description
When the 100 week EMA is in a very strong uptrend and the 9/19 weekly MACD/signal bearish cross occurs, and the 63 EMA begins to downtrend.
Strategy for Usage
This signal typically accompanies the "Local Top Near Bull Run Top Indicator" therefore if you're following the strategy you would likely already be out of the market, but if you're not and this signal fires its a strong signal the top is in and we're likely going to start seeing a strong retrace. This is typically right before we see the "End of Bull Run Indicator". There is only one occurrence where it wasn't followed by a large drop & the "End of Bull Run Indicator" and that was in the 2017 bull run where there were many strong retracements post local top. The likelihood we see that again is low, but if it were to happen you can buy back into the market when the "Top is Likely In Indicator" and the "Local Top Near Bull Run Top Indicator" are not firing.
TOP IS LIKELY IN INDICATOR
Description
When the 100 week EMA is in a strong uptrend and the 9/19 weekly MACD/signal bearish cross occurs, and the 63 EMA begins to downtrend.
Strategy for Usage
This signal typically accompanies the "Local Top Near Bull Run Top Indicator" therefore if you're following the strategy you would likely already be out of the market, but if you're not and this signal fires its a strong signal the top is in and we're likely going to start seeing a strong retrace. This is typically right before we see the "End of Bull Run Indicator". There is only one occurrence where it wasn't followed by a large drop & the "End of Bull Run Indicator" and that was in the 2017 bull run where there were many strong retracements post local top. The likelihood we see that again is low, but if it were to happen you can buy back into the market when the "Top is Likely In Indicator" and the "Local Top Near Bull Run Top Indicator" are not firing.
END OF BULL RUN INDICATOR
Description
When the 100 week EMA is in an uptrend and the 1d 18 EMA crosses the 1d 63 EMA.
Strategy for Usage
When the 100 week EMA is a strong uptrend and the 18/63 cross occurs the top is very likely in. It has occurred in every bull run top leading to the bear market.
Ichimoku Cloud with ADX (By Coinrule)The Ichimoku Cloud is a collection of technical indicators that show support and resistance levels, as well as momentum and trend direction. It does this by taking multiple averages and plotting them on a chart. It also uses these figures to compute a “cloud” that attempts to forecast where the price may find support or resistance in the future.
The Ichimoku Cloud was developed by Goichi Hosoda, a Japanese journalist, and published in the late 1960s. It provides more data points than the standard candlestick chart. While it seems complicated at first glance, those familiar with how to read the charts often find it easy to understand with well-defined trading signals.
The Ichimoku Cloud is composed of five lines or calculations, two of which comprise a cloud where the difference between the two lines is shaded in.
The lines include a nine-period average, a 26-period average, an average of those two averages, a 52-period average, and a lagging closing price line.
The cloud is a key part of the indicator. When the price is below the cloud, the trend is down. When the price is above the cloud, the trend is up.
The above trend signals are strengthened if the cloud is moving in the same direction as the price. For example, during an uptrend, the top of the cloud is moving up, or during a downtrend, the bottom of the cloud is moving down.
DMI is simple to interpret. When +DI > - DI, it means the price is trending up. On the other hand, when -DI > +DI , the trend is weak or moving on the downside. The ADX does not give an indication about the direction but about the strength of the trend.
Typically values of ADX above 25 mean that the trend is steeply moving up or down, based on the -DI and +D positioning. This script aims to capture swings in the DMI, and thus, in the trend of the asset, using a contrarian approach.
Trading on high values of ADX , the strategy tries to spot extremely oversold and overbought conditions. Values of ADX above 45 may suggest that the trend has overextended and is may be about to reverse.
This strategy combines the Ichimoku Cloud with the ADX indicator to better enter trades.
Long/Short orders are placed when these basic signals are triggered.
Long Position:
Tenkan-Sen is above the Kijun-Sen
Chikou-Span is above the close of 26 bars ago
Close is above the Kumo Cloud
MACD line crosses over the signal line
-DI is greater than +DI
ADX is greater than 45
Short Position:
Tenkan-Sen is below the Kijun-Sen
Chikou-Span is below the close of 26 bars ago
Close is below the Kumo Cloud
MACD line crosses under the signal line
+DI is greater than -DI
ADX is less than 45
The script is backtested from 1 January 2022 and provides good returns.
The strategy assumes each order is using 30% of the available coins to make the results more realistic and to simulate you only ran this strategy on 30% of your holdings. A trading fee of 0.1% is also taken into account and is aligned to the base fee applied on Binance.
This script also works well on MATIC (15m timeframe), ETH (5m timeframe), and SOL (15m timeframe).
Ichimoku Cloud with MACD (By Coinrule)The Ichimoku Cloud is a collection of technical indicators that show support and resistance levels, as well as momentum and trend direction. It does this by taking multiple averages and plotting them on a chart. It also uses these figures to compute a “cloud” that attempts to forecast where the price may find support or resistance in the future.
The Ichimoku Cloud was developed by Goichi Hosoda, a Japanese journalist, and published in the late 1960s. It provides more data points than the standard candlestick chart. While it seems complicated at first glance, those familiar with how to read the charts often find it easy to understand with well-defined trading signals.
The Ichimoku Cloud is composed of five lines or calculations, two of which comprise a cloud where the difference between the two lines is shaded in.
The lines include a nine-period average, a 26-period average, an average of those two averages, a 52-period average, and a lagging closing price line.
The cloud is a key part of the indicator. When the price is below the cloud, the trend is down. When the price is above the cloud, the trend is up.
The above trend signals are strengthened if the cloud is moving in the same direction as the price. For example, during an uptrend, the top of the cloud is moving up, or during a downtrend, the bottom of the cloud is moving down.
The MACD is a trend following momentum indicator and provides identification of short-term trend direction. In this variation it utilises the 12-period as the fast and 26-period as the slow length EMAs, with signal smoothing set at 9.
This strategy combines the Ichimoku Cloud with the MACD indicator to better enter trades.
Long/Short orders are placed when three basic signals are triggered.
Long Position:
Tenkan-Sen is above the Kijun-Sen
Chikou-Span is above the close of 26 bars ago
Close is above the Kumo Cloud
MACD line crosses over the signal line
Short Position:
Tenkan-Sen is below the Kijun-Sen
Chikou-Span is below the close of 26 bars ago
Close is below the Kumo Cloud
MACD line crosses under the signal line
The script is backtested from 1 June 2022 and provides good returns.
The strategy assumes each order is using 30% of the available coins to make the results more realistic and to simulate you only ran this strategy on 30% of your holdings. A trading fee of 0.1% is also taken into account and is aligned to the base fee applied on Binance.
This script also works well on MATIC (1h timeframe), AVA (45m timeframe), and BTC (30m timeframe).
Short Term RSI and SMA Percentage ChangeThis strategy utilises common indicators like RSI and moving averages in order to enter and exit trades. The Relative Strength Index (RSI) is a momentum indicator that has a value between 0 and 100, where a value greater than 70 is considered overbought and a value less than 30 is oversold. If the RSI value is above or below these values, then it can signal a possible trend reversal.
The second indicator used in this strategy is the Simple Moving Average (SMA). A SMA is an arithmetic moving average calculated by adding recent prices and then dividing that figure by the number of time periods in the calculation average. For example, one could add the closing price of a coin for a number of time periods and then divide this total by that same number of periods. Short-term averages respond quickly to changes in the price of the underlying coin, while long-term averages are slower to react.
Long/Exit orders are placed when three basic signals are triggered.
Long Position:
RSI is greater than 50
MA9 is greater than MA100
MA9 increases by 6%
Exit Position:
Price increases 5% trailing
Price decreases 5% trailing
The script is backtested from 1 May 2022 and provides good returns.
A trading fee of 0.1% is also taken into account and is aligned to the base fee applied on Binance.
This script also works well on AVAX 45m/1h, MATIC 15m/45m/1h and ETH 4h.
Mean Reverse Grid Algorithm - The Quant ScienceMean Reverse Grid Algorithm - The Quant Science™ is a dynamic grid algorithm that follows the trend and run a mean reverting strategy on average percentage yield variation.
DESCRIPTION
Trades on different price levels of the grid, following the trend. The grid consists of 10 levels, 5 higher and 5 lower. The grids together create a channel, this channel represents the total percentage change where the algorithm works. The channel also represents the average change yields of the asset, identified during analysis with the "Yield Trend Indicator".
The algorithm can be set long or short.
1. Long algorithm: opens long positions with 20% of the capital every time the price crossunder a lower grid, for a maximum total of 5 simultaneous trades. Trades are closed each time the price crossover a higher grid.
2. Short algorithm: opens short positions with 20% of the capital every time the price crossover a higher grid, for a maximum total of 5 simultaneous trades. Trades are closed each time the price crossunder a lower grid.
USER INTERFACE SETTING
The user configures the percentage value of each grid from the user interface.
AUTO TRADING COMPLIANT
With the user interface, the trader can easily set up this algorithm for automatic trading. Automating it is very simple, activate the alert functions and enter the links generated by your broker.
BACKTESTING INCLUDED
With the user interface, the trader can adjust the backtesting period of the strategy before putting it live. You can analyze large periods such as years or months or focus on short-term periods.
NO LIMIT TIMEFRAME
This algorithm can be used on all timeframes and is ideal for lower timeframes.
GENERAL FEATURES
Multi-strategy: the algorithm can apply either the long strategy or the short strategy.
Built-in alerts: the algorithm contains alerts that can be customized from the user interface.
Integrated grid: the grid indicator is included.
Backtesting included: automatic backtesting of the strategy is generated based on the values set.
Auto-trading compliant: functions for auto trading are included.
ABOUT BACKTESTING
Backtesting refers to the period 1 August 2022 - today, ticker: ETH/USDT, timeframe 1H.
Initial capital: $1000.00
Commission per trade: 0.03%
DCA Average Arbitrage - The Quant ScienceDCA Average Arbitrage - The Quant Science™ is a quantitative algorithm based on a DCA model that uses averaging to create a statistical arbitrage system.
DESCRIPTION
The algorithm can be set long or short.
1. Long algorithm: opens long positions with 100% of the capital every time the price deviates negatively for a certain percentage distance from the average.
2. Short algorithm: opens short positions with 100% of capital every time the price deviates positively for a certain percentage distance from the average.
The closing of positions depends on the parameters activated by the user. The user can set the closing on the reverse condition and/or add functions such as stop loss, take profit and closing after a certain bar period.
USER INTERFACE SETTING
The user chooses the long or short direction and sets the parameters for average as length, source and percent distance.
AUTO TRADING COMPLIANT
With the user interface, the trader can easily set up this algorithm for automatic trading. Automating it is very simple, activate the alert functions and enter the links generated by your broker.
BACKTESTING INCLUDED
With the user interface, the trader can adjust the backtesting period of the strategy before putting it live. You can analyze large periods such as years or months or focus on short-term periods.
NO LIMIT TIMEFRAME
This algorithm can be used on all timeframes and is ideal for lower timeframes.
GENERAL FEATURES
Multi-strategy: the algorithm can apply either the long strategy or the short strategy.
Built-in alerts: the algorithm contains alerts that can be customized from the user interface.
Integrated indicator: the quantity indicator is included.
Backtesting included: automatic backtesting of the strategy is generated based on the values set.
Auto-trading compliant: functions for auto trading are included.
ABOUT THE BACKTEST
Backtesting refers to the period 1 January 2022 - today, ticker: ICP/USDT, timeframe 5 minutes.
Initial capital: $1000.00
Commission per trade: 0.03%
Ichimoku Cloud with RSI (By Coinrule)The Ichimoku Cloud is a collection of technical indicators that show support and resistance levels, as well as momentum and trend direction. It does this by taking multiple averages and plotting them on a chart. It also uses these figures to compute a “cloud” that attempts to forecast where the price may find support or resistance in the future.
The Ichimoku Cloud was developed by Goichi Hosoda, a Japanese journalist, and published in the late 1960s. It provides more data points than the standard candlestick chart. While it seems complicated at first glance, those familiar with how to read the charts often find it easy to understand with well-defined trading signals.
The Ichimoku Cloud is composed of five lines or calculations, two of which comprise a cloud where the difference between the two lines is shaded in.
The lines include a nine-period average, a 26-period average, an average of those two averages, a 52-period average, and a lagging closing price line.
The cloud is a key part of the indicator. When the price is below the cloud, the trend is down. When the price is above the cloud, the trend is up.
The above trend signals are strengthened if the cloud is moving in the same direction as the price. For example, during an uptrend, the top of the cloud is moving up, or during a downtrend, the bottom of the cloud is moving down.
This strategy combines the Ichimoku Cloud with the RSI indicator to better enter trades.
Long/Short orders are placed when three basic signals are triggered.
Long Position:
Tenkan-Sen is above the Kijun-Sen
Chikou-Span is above the close of 26 bars ago
Close is above the Kumo Cloud
RSI is greater less than 50
Short Position:
Tenkan-Sen is below the Kijun-Sen
Chikou-Span is below the close of 26 bars ago
Close is below the Kumo Cloud
RSI is greater than 50
The script is backtested from 1 June 2022 and provides good returns.
The strategy assumes each order is using 30% of the available coins to make the results more realistic and to simulate you only ran this strategy on 30% of your holdings. A trading fee of 0.1% is also taken into account and is aligned to the base fee applied on Binance.
This script also works well on SOL (45m timeframe), BNB (1h timeframe), and ETH (1h timeframe).
Statistical Correlation Algorithm - The Quant ScienceStatistical Correlation Algorithm - The Quant Science™ is a quantitative trading algorithm.
ALGORITHM DESCRIPTION
This algorithm analyses the correlation ratios between two assets. The main asset (on the chart), and the secondary asset (set by the user). Then apply the long or short trading strategy.
The algorithm divides trading work into three parts:
1. Correlation analysis
2. Long or short entry
3. Closing trades
Inside the strategy: the algorithm analyses the percentage change yields from a previous session, of the secondary asset. If the variation meets the set condition then it will open a long or short position, on the primary asset. The open position is closed after 'x' number of sessions. Stop loss and take profit can be added to the trade exit parameters.
Logic: analyses the correlation between two assets and looks for a statistical advantage within the correlation.
INDICATOR DESCRIPTION
The algorithm includes a quantitative indicator. This indicator is used for correlation analysis and offers a quick reading of the quantitative data. The blue area shows the correlation ratio values. The yellow histograms show the percentage change in the yields of the main asset. Purple histograms show the percentage change in secondary asset yields.
GENERAL FEATURES
Multi time-frame: the user can set any time-frame for the secondary asset.
Multi asset: the user analyses the conditions on a second asset.
Multi-strategy: the algorithm can apply either the long strategy or the short strategy.
Built-in alerts: the algorithm contains alerts that can be customized from the user interface.
Integrated indicator: the quantity indicator is included.
Backtesting included: automatic backtesting of the strategy is generated based on the values set.
Auto-trading compliant: functions for auto trading are included.
USER INTERFACE SETTINGS
Through the intuitive user interface, you can manage all the parameters of this algorithm without any programming experience. The user interface is extremely descriptive and contains all the information needed to understand the logic of the algorithm and to configure it correctly.
1. Date range: through this function you can adjust the analysis and working period of the algorithm.
2. Asset: through this function you can adjust the secondary asset and its time-frame. You can enter any type of asset, even indices and economic indicators.
3. Asset details: this function is used to adjust the percentage change to be analyzed on the secondary asset. The analysis and input conditions are also chosen.
4. Active long or short strategy: this function is used to set the type of strategy to be used, long or short.
5. Setting algo trading alert: with this function, users can manage alerts for their web-hook.
6. Exit&Money management: with this function the user can adjust the exit periods of each trade and activate or deactivate any stop losses and take profits.
7. Data Value Analysis: this function is used to adjust the parameters for the quantity indicator.
