Range Breakout [BigBeluga]Range Breakout is a dynamic channel-based indicator designed to identify breakout opportunities and price reactions within defined ranges. It automatically creates upper and lower bands with a midline, helping traders spot breakout zones, retests, and potential fakeouts.
🔵 Key Features:
Dynamic Channel Formation:
Automatically plots upper and lower channel bands with a midline based on ATR calculations.
Channels adjust upon breakout events or after a predefined number of bars to reflect new price ranges.
Breakout Detection:
Green circles appear when price breaks above the upper channel edge.
Red circles appear when price breaks below the lower channel edge.
A new channel is formed after each breakout, allowing traders to monitor evolving price ranges.
Retest Signals:
Upward-pointing green triangles signal a retest of the lower band, indicating potential support.
Downward-pointing red triangles indicate a retest of the upper band, suggesting possible resistance.
Filter Signals by Trends (New Feature):
Optional toggle to filter ▲ and ▼ signals based on channel breakout conditions.
When enabled:
In a bullish channel (confirmed by a green circle breakout), only ▲ signals are displayed.
In a bearish channel (confirmed by a red circle breakout), only ▼ signals are displayed.
Helps traders align retest signals with the prevailing trend for higher-quality trade setups.
Fakeout Identification:
'X' symbols appear when price breaks the upper or lower edge of the channel and quickly returns back inside.
Helps traders identify and avoid false breakouts.
🔵 Usage:
Breakout Trading: Use the green and red circle signals to identify potential breakout trades.
Retest Confirmation: Look for triangle markers to confirm retests of key levels, aiding in entry or exit decisions.
Fakeout Alerts: Utilize the 'X' signals to spot and avoid potential trap moves.
Dynamic Range Monitoring: Stay aware of changing market conditions with automatically updating channels.
Range Breakout is an essential tool for traders seeking to capitalize on range breakouts, retests, and fakeout scenarios. Its dynamic channels and clear visual signals provide a comprehensive view of market structure and potential trade setups.
Bantlar ve Kanallar
XAU/USD Scalping Indicator📌 XAU/USD Scalping Indicator – High-Precision Buy/Sell Signals 🚀
💰 Best for Gold (XAU/USD) Scalping on 1M, 5M, and 15M Timeframes!
This indicator is designed for high-frequency scalping of XAU/USD (Gold) using a powerful combination of trend and momentum indicators.
✅ Features:
🔹 EMA (9 & 21) – Confirms the short-term trend.
🔹 RSI (14) – Filters out overbought/oversold conditions.
🔹 MACD Crossover – Confirms momentum shifts.
🔹 Buy & Sell Alerts – Signals for potential trade entries.
🔹 Clear Labels – BUY (Green) and SELL (Red) markers.
🛠️ How It Works:
📈 BUY Signal: When 9 EMA crosses above 21 EMA, RSI is above 30, and MACD is bullish.
📉 SELL Signal: When 9 EMA crosses below 21 EMA, RSI is below 70, and MACD is bearish.
⚡ Best Trading Sessions: London & New York sessions for high volatility.
🔥 Why Use This Indicator?
✅ Easy-to-Use: No complex settings, plug & play!
✅ Optimized for Scalping: Ideal for 1M, 5M, and 15M timeframes.
✅ Works on Gold & Other Forex Pairs!
✅ No Lagging Signals: Real-time alerts for quick decision-making.
🚀 How to Use This Indicator:
1️⃣ Add to TradingView and apply it to your XAU/USD chart.
2️⃣ Look for BUY/SELL signals with trend confirmation.
3️⃣ Combine with price action & support/resistance for best results.
4️⃣ Use during high-volume sessions (London/New York).
🏆 Ideal for:
✔️ Day Traders & Scalpers 📊
✔️ Gold (XAU/USD) Traders 🏆
✔️ Forex Scalping Enthusiasts 💰
✔️ Beginners & Experienced Traders 🔥
⚠️ Disclaimer: This indicator is for educational purposes only. Always backtest before using real capital. Risk management is essential! 🚨
💡 Like this indicator? Give it a thumbs up 👍 & leave a review!
📩 For custom modifications or alerts, let me know! 🚀🔥
Bitcoin Power Law: Complete with Oscillator + Future Projection
Firstly, we would like to give credit to @apsk32 and @x_X_77_X_x as part of the code originates from their work. Additionally, @apsk32 is widely credited with applying the Power Law concept to Bitcoin and popularizing this model within the crypto community. Additionally, the visual layout is fully inspired by @apsk32's designs, and we think it looks amazing. So much so that we had to turn it into a TradingView script. Thank you!
Understanding the Bitcoin Power Law Model
Also called the Long-Term Bitcoin Power Law Model. The Bitcoin Power Law model tries to capture and predict Bitcoin's price growth over time. It assumes that Bitcoin's price follows an exponential growth pattern, where the price increases over time according to a mathematical relationship.
By fitting a power law to historical data, the model creates a trend line that represents this growth. It then generates additional parallel lines (support and resistance lines) to show potential price boundaries, helping to visualize where Bitcoin’s price could move within certain ranges.
In simple terms, the model helps us understand Bitcoin's general growth trajectory and provides a framework to visualize how its price could behave over the long term.
The Bitcoin Power Law has the following function:
Power Law = 10^(a + b * log10(d))
Consisting of the following parameters:
a: Power Law Intercept (default: -17.668).
b: Power Law Slope (default: 5.926).
d: Number of days since a reference point(calculated by counting bars from the reference point with an offset).
Explanation of the a and b parameters:
Roughly explained, the optimal values for the a and b parameters are determined through a process of linear regression on a log-log scale (after applying a logarithmic transformation to both the x and y axes). On this log-log scale, the power law relationship becomes linear, making it possible to apply linear regression. The best fit for the regression is then evaluated using metrics like the R-squared value, residual error analysis, and visual inspection. This process can be quite complex and is beyond the scope of this post.
Applying vertical shifts to generate the other lines:
Once the initial power-law is created, additional lines are generated by applying a vertical shift . This shift is achieved by adding a specific number of days (or years in case of this script) to the d-parameter. This creates new lines perfectly parallel to the initial power law with an added vertical shift, maintaining the same slope and intercept.
In the case of this script, shifts are made by adding +365 days, +2 * 365 days, +3 * 365 days, +4 * 365 days, and +5 * 365 days, effectively introducing one to five years of shifts. This results in a total of six Power Law lines, as outlined below (From lowest to highest):
Base Power Law Line (no shift)
1-year shifted line
2-year shifted line
3-year shifted line
4-year shifted line
5-year shifted line
The six power law lines:
Bitcoin Power Law Oscillator
This publication also includes the oscillator version of the Bitcoin Power Law. This version applies a logarithmic transformation to the price, Base Power Law Line, and 5-year shifted line using the formula log10(x) .
The log-transformed price is then normalized using min-max normalization relative to the log-transformed Base Power Law Line and 5-year shifted line with the formula:
normalized price = log(close) - log(Base Power Law Line) / log(5-year shifted line) - log(Base Power Law Line)
Finally, the normalized price was multiplied by 5 to map its value between 0 and 5, aligning with the shifted lines. The Oscillator version can be found here .
Interpretation of the Bitcoin Power Law Model:
The shifted Power Law lines provide a framework for predicting Bitcoin's future price movements based on historical trends. These lines are created by applying a vertical shift to the initial Power Law line, with each shifted line representing a future time frame (e.g., 1 year, 2 years, 3 years, etc.).
By analyzing these shifted lines, users can make predictions about minimum price levels at specific future dates. For example, the 5-year shifted line will act as the main support level for Bitcoin’s price in 5 years, meaning that Bitcoin’s price should not fall below this line, ensuring that Bitcoin will be valued at least at this level by that time. Similarly, the 2-year shifted line will serve as the support line for Bitcoin's price in 2 years, establishing that the price should not drop below this line within that time frame.
On the other hand, the 5-year shifted line also functions as an absolute resistance , meaning Bitcoin's price will not exceed this line prior to the 5-year mark. This provides a prediction that Bitcoin cannot reach certain price levels before a specific date. For example, the price of Bitcoin is unlikely to reach $100,000 before 2021, and it will not exceed this price before the 5-year shifted line becomes relevant. After 2028, however, the price is predicted to never fall below $100,000, thanks to the support established by the shifted lines.
In essence, the shifted Power Law lines offer a way to predict both the minimum price levels that Bitcoin will hit by certain dates and the earliest dates by which certain price points will be reached. These lines help frame Bitcoin's potential future price range, offering insight into long-term price behavior and providing a guide for investors and analysts. Lets examine some examples:
Example 1:
In Example 1 it can be seen that point A on the 5-year shifted line acts as major resistance . Also it can be seen that 5 years later this price level now corresponds to the Base Power Law Line and acts as a major support (Note: Vertical yearly grid lines have been added for this purpose👍).
Example 2:
In Example 2, the price level at point C on the 3-year shifted line becomes a major support three years later at point C, now aligning with the Base Power Law Line.
Finally, let's explore some future price predictions, as this script provides projections on the weekly timeframe :
Example 3:
In Example 3, the Bitcoin Power Law indicates that Bitcoin's price cannot surpass approximately $808K before 2030 as can be seen at point E, while also ensuring it will be at least $224K by then (point F).
Pro Indicator Qcbest indicator
The Most Accurate Scalping indicator in TradingView - 100% Profitable
In this video we’ll walk you through
sarch cloud EMA, MACD ve Bollinger Bantlarıema yukarıayken buy asagıdayken sell bollinger bantları asagıdayken buy yukarıdayken sell
Combined RSI + Stoch RSI with Divergence [SA]This Combined RSI + Stoch RSI with Divergence CRYPTOCAP:XRP indicator is a custom momentum tool that blends the Relative Strength Index (RSI) and **Stochastic RSI (Stoch RSI)** into a single oscillator. It includes:
1. Combined RSI: Averages RSI and Stoch RSI for a more robust momentum signal.
2. Overbought/Oversold Levels: Highlights key levels (default: 70/30) for potential reversals.
3. Divergence Detection: Identifies regular and hidden divergences for trend reversals or continuations.
4. Pivot Points: Marks highs and lows on the Combined RSI for structure analysis.
5. Buy/Sell Signals: Generates signals when the Combined RSI crosses overbought/oversold levels at pivot points.
Key Features:
- Plots RSI, Stoch RSI, and Combined RSI.
- Labels divergences (`R` for Regular, `H` for Hidden).
- Marks buy/sell signals (`BUY`/`SELL`).
Use Case:
- Confirms trends, spots reversals, and identifies entry/exit points using momentum and divergence.
This tool is ideal for traders seeking a comprehensive view of momentum and price structure. 🚀
SAR_BB_PC_ST_2025Супер трендовый инструмент
Использование самых популярных индикаторов настоящего времени в 1 для определения точки входа и выхода
T3 with Adjustable BandsT3 with Adjustable Bands
The T3 with Adjustable Bands indicator is an advanced technical analysis tool designed to provide a smooth and responsive trend-following line, combined with customizable upper and lower bands. This indicator is based on the T3 moving average, developed by Tim Tillson, which is known for its low lag and ability to reduce noise in price data.
In addition to the T3 line, this script introduces two adjustable bands calculated by offsetting the T3 line by a user-defined number of pips. These bands can help traders identify potential overbought or oversold conditions, as well as areas of price consolidation or breakout.
________________________________________
Key Features
1. Dynamic T3 Line:
o The T3 line is calculated using recursive exponential moving averages (EMAs) for smooth and reliable trend detection.
o Optionally highlights upward movements in green and downward movements in red for better visual clarity.
2. Customizable Upper and Lower Bands:
o The upper and lower bands are offset by a user-defined pip value, allowing traders to adapt the indicator to different market conditions or trading strategies.
3. Fully Adjustable Parameters:
o Length: Control the sensitivity of the T3 line by adjusting the EMA length.
o Factor: Adjust the smoothing factor to fine-tune the responsiveness of the T3 line.
o Source: Choose the price source for calculations (e.g., close, open, high, low).
o Pip Adjustment: Set the pip value for the upper and lower bands to match your trading instrument and strategy.
4. Versatile Use Cases:
o Identify trends and trend reversals with the T3 line.
o Use the bands to spot price ranges, breakouts, and potential support/resistance levels.
o Combine with other indicators for confirmation signals.
________________________________________
How to Use
1. Trend Identification:
o Observe the T3 line for direction and color changes. Green indicates bullish momentum, while red indicates bearish momentum.
2. Support and Resistance:
o Use the upper and lower bands to identify key levels where price might reverse or consolidate.
3. Breakout Zones:
o Look for price breaks above the upper band or below the lower band for potential breakout opportunities.
________________________________________
Customization Options
• Length: Adjust the length of the EMA used to calculate the T3 line.
• Factor: Control the smoothing factor for the T3 calculation (ranges from 0 to 1).
• Highlight Movements: Enable or disable dynamic color highlighting for the T3 line.
• Source: Select the price source for the indicator.
• Pip Adjustment: Customize the offset for the upper and lower bands in pips.
________________________________________
Who Can Benefit from This Indicator?
• Trend Traders: Gain a clear view of the prevailing market trend with minimal lag.
• Range Traders: Use the bands to identify potential reversal zones or mean-reversion opportunities.
• Scalpers and Swing Traders: Customize the indicator for different timeframes and trading styles using adjustable parameters.
________________________________________
Disclaimer
This indicator is a technical analysis tool and should not be used as the sole basis for making trading decisions. Always combine it with other forms of analysis and risk management strategies. Past performance is not indicative of future results.
Supply and Demand by BrekelThis indicator uses, and 8 and 13 ema with a solid white line for the VWAP. The POI is your points of interest and the BOS is your break of structure when a stock breaks out one direction or another after hitting that line. You will see HH for higher high, HL for Higher low indicating bullish directional moves and also LL for lower low, and Lower High, indicating a bearish directional move.
SMC Structures FVG EMA Fibonacci by rkkhothThe SMC Structures, FVG, EMA Fibonacci indicator allows the user to easily identify trend continuations (Break Of Structure) or trend changes (CHange Of CHaracter) on any time frame. In addition, it display all FVG areas, whether they are bullish, bearish, or even mitigated, with trend ema, sma, rma .
Fair Value Gap :
The FVG process shows every bullish, bearish or even mitigated FVG liquidity area. When a FVG is fully mitigated it will directly be removed of the chart.
There is an history of FVG to show. By selecting specific number of FVG to show in the chart, the user can focus its analysis on lasts liquidity area.
Here's the rules for FVG color :
Green when it's a bullish FVG and has not been mitigated
Red when it's a bearish FVG and has not been mitigated
Gray when the bullish / bearish FVG has been mitigated
Removed when the FVG has been fully mitigated
Structures analysis:
The Structure process show BOS in grey lines and CHoCH in yellow lines. It shows to the user the lasts price action pattern.
The blue lines are the high value and the low value of the current structure.
Release Notes
Adding the "Reduce mitigated FVG" parameter
User can check this parameter to reduce mitigated FVG area. This will show exactly where is FVG that has not been mitigated on the chart.
The mitigated FVG color is still grey.
This new parameter is disabled by default but can be enabled at any time
Release Notes
Adding alerts when FVG is mitigated
With this new feature, user can add an alert directly from the indicator. It will be sent when a FVG area has been mitigated.
Release Notes
Set bullish and bearish BOS/CHoCH color
With this new feature, user can now change BOS and CHoCH color compared to its direction (bullish or bearish).
With this new version, there can now be up to 4 different colors during a structure change.
Release Notes
Adding Fibonacci retracement levels of the current structure
In this new version, the user can display up to 5 Fibonacci retracement levels that will be applied to the current structure.
The user can also modify the value, color, style, and thickness of the line associated to each retracement.
The default values are as follows: 0.786, 0.705, 0.618, 0.5, and 0.382.
Release Notes
Fix fibonacci line style paramete
Release Notes
Addition of Alerts During a BOS / CHOCH.
To add this feature, you will need to use the "Create an Alert" tool and select the condition "SMC Structures FVG EMA FIBONACCI BY RKKHOTH."
Two alerts are currently available for BOS / CHOCH (do not select "Any alert() function call").
Open-source script
In true TradingView spirit, the creator of this script has made it open-source, so that traders can review and verify its functionality. Kudos to the author! While you can use it for free, remember that republishing the code is subject to our House Rules.
For quick access on a chart, add this script to your favorites — learn more here.
RKKHOTH
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Disclaimer
The information and publications are not meant to be, and do not constitute, financial, investment, trading, or other types of advice or recommendations supplied or endorsed by TradingView. Read more in the Terms of Use.
DS_Gurukul_5minTrendDS Gurukul (DS_5minTrend) Indicator: A Simple Yet Powerful Trend Tool
The Tushar Daily Bands (DS_5minTrend) indicator is a straightforward tool designed to help traders quickly visualize potential trend reversals and identify profitable trading opportunities. This indicator plots two bands—an upper band (green) and a lower band (red)—based on a small percentage deviation from the closing price of the first candle of each trading day.
How it Works:
The DS_5minTrend indicator calculates these bands at the start of each new trading day. The bands then remain fixed for the rest of that day. This daily reset allows traders to easily see how the current day's price action relates to the opening price and the calculated bands.
Trading Signals:
Potential Reversals: When the price approaches or touches the upper band (green), it can signal a potential overbought condition and a possible reversal to the downside. Conversely, when the price approaches or touches the lower band (red), it can suggest an oversold condition and a possible reversal to the upside.
Trend Confirmation: If the price consistently closes above the upper band for several periods, it may indicate a strong uptrend. Conversely, consistent closes below the lower band can suggest a strong downtrend.
Support and Resistance: The bands can also act as dynamic support and resistance levels. Traders can watch for price bounces off these levels as potential entry points.
How to Use:
Combine with other indicators: While DS_5minTrend can provide valuable insights, it's generally recommended to use it in conjunction with other technical indicators, such as RSI, MACD, or volume analysis, for confirmation.
Consider market context: Always consider the broader market context and news events that may be influencing price action.
Risk Management: Implement proper risk management strategies, including stop-loss orders, to protect your capital.
Disclaimer: The DS_5minTrend indicator is a tool for analysis and should not be the sole basis for making trading decisions. Trading involves substantial risk, and you could lose money. Always do your own research and consult with a financial advisor before making any investment decisions.
myc 15min//@version=5
strategy("MultiSymbol Smart Money EA sin Lotes ni Pares", overlay=true)
// Parámetros de la estrategia RSI
RSI_Period = input.int(14, title="RSI Periodo", minval=1)
RSI_Overbought = input.float(70, title="RSI sobrecompra")
RSI_Oversold = input.float(30, title="RSI sobreventa")
// Valores fijos para Stop Loss y Take Profit en porcentaje
FIXED_SL = input.float(0.2, title="Stop Loss en %", minval=0.0) / 100
FIXED_TP = input.float(0.6, title="Take Profit en %", minval=0.0) / 100
// Cálculo del RSI
rsi = ta.rsi(close, RSI_Period)
// Condiciones de compra y venta basadas en el RSI
longCondition = rsi <= RSI_Oversold
shortCondition = rsi >= RSI_Overbought
// Precio de entrada
longPrice = close
shortPrice = close
// Ejecutar las operaciones
if (longCondition)
strategy.entry("Compra", strategy.long)
if (shortCondition)
strategy.entry("Venta", strategy.short)
// Fijar el Stop Loss y Take Profit en base al porcentaje de la entrada
if (strategy.position_size > 0) // Si hay una posición larga
longStopLoss = longPrice * (1 - FIXED_SL)
longTakeProfit = longPrice * (1 + FIXED_TP)
strategy.exit("Salir Compra", from_entry="Compra", stop=longStopLoss, limit=longTakeProfit)
if (strategy.position_size < 0) // Si hay una posición corta
shortStopLoss = shortPrice * (1 + FIXED_SL)
shortTakeProfit = shortPrice * (1 - FIXED_TP)
strategy.exit("Salir Venta", from_entry="Venta", stop=shortStopLoss, limit=shortTakeProfit)
GEX and Vanna LevelsGEX and Vanna Levels Indicator for SPX
Description:
The GEX and Vanna Levels Indicator is a daily-updated market positioning tool designed specifically for SPX (S&P 500 Index) traders. It visualizes critical gamma exposure (GEX) and vanna levels, providing insights into dealer positioning, volatility dynamics, and potential market inflection points.
Since market positioning changes daily, all key levels (zero vanna flips, gamma support/resistance, pivots, and magnet levels) must be calculated and input manually each day to reflect the most accurate and relevant market conditions.
This script helps traders identify areas where market makers are likely to adjust their hedging strategies, influencing price movements. It incorporates zero vanna flips, gamma support/resistance zones, key pivots, and magnet levels, all of which play a crucial role in understanding intraday and swing trading conditions.
Key Features & How It Works:
🔹 Zero Vanna Flips (Support/Resistance) – Levels where volatility impacts price movement, requiring vol compression for a breakout.
🔹 Gamma Support & Resistance – Zones where dealer hedging pressure may pin price action or accelerate moves.
🔹 Main Pivot Level – A key inflection point derived from market positioning; price movement above or below this level dictates direction.
🔹 Upside & Downside Magnets – Identified areas where price is likely to be attracted based on hedging flows and positioning.
🔹 Iron Condor Visualization – Displays key ranges of customer and market maker positions to analyze volatility compression/expansion areas.
🔹 Custom Alerts – Notifies traders when price breaks critical GEX and vanna levels.
How to Use This Indicator:
1️⃣ Update Levels Daily – Before each trading session, input the latest zero vanna, gamma, and pivot levels for accurate analysis.
2️⃣ Monitor Zero Vanna Flips (6121, 6071): These act as key support and resistance zones that can only be broken if volatility contracts.
3️⃣ Pay Attention to the Main Pivot (6085.58): A crucial level that determines directional bias—price holding above it favors bullish conditions.
4️⃣ Track Gamma Support/Resistance (6107-6115): If price holds in this zone, market makers may keep price range-bound.
5️⃣ Watch Magnet Levels (6045, 6186.4): If price breaks key levels, it is likely to gravitate toward these magnets.
6️⃣ Iron Condor Ranges (6030-6035 & 6080-6085): Understanding these zones helps traders identify potential volatility suppression areas.
Who Can Benefit from This Indicator?
✅ Intraday & Swing Traders – Helps identify key reversal levels and potential price magnet areas.
✅ Options Traders – Essential for understanding market maker hedging flows, gamma positioning, and implied volatility shifts.
✅ Institutional & Retail Investors – Provides deeper insight into market positioning beyond traditional technical indicators.
Publishing & Compliance Notes:
All levels must be updated daily to reflect current market positioning.
This indicator is strictly for SPX, ensuring accurate gamma and vanna level calculations.
No repainting or misleading elements—data is derived from market positioning models and widely used quantitative methodologies.
It is not financial advice; traders should combine this tool with other analysis techniques.
TrendPulse Navigator Buy Sell singal**TrendPulse Navigator** is a trend-following algorithm designed for MetaTrader 5, combining the power of EMAs, ADX, and RSI to capture strong market movements. It uses the 50 EMA and 200 EMA crossover to identify bullish and bearish trends, filters trades with the ADX to ensure only strong trends are followed, and utilizes the RSI to avoid overbought or oversold conditions. With dynamic stop-loss and take-profit levels calculated using ATR, this strategy aims for optimal risk management and high-probability entries. Perfect for traders looking to ride powerful trends while minimizing false signals.
JJ's Key Levels with dynamic alerts V2.0This indicator displays Key levels of significant price points which give potential reaction zones for support and resistance. It allows traders to set alerts when price reaches the following:
Daily Open
Current Weekly Open
Current Weekly Low
Current Weekly Middle
Current Weekly High
Previous Day Open
Previous Day Low
Previous Day Middle
Previous Day High
Previous Week Open
Previous Week Low
Previous Week Middle
Previous Week High
Previous Month Open
Previous Month Low
Previous Month Middle
Previous Month High
Previous Quarter Open
Previous Quarter Low
Previous Quarter Middle
Previous Quarter High
Current Year Open
Current Year Low
Current Year Middle
Current Year High
Additionally. it also has a London ORB (Opening Range Breakout) function which can assist in determining short-term price direction.
bobs Brownian Trend Momentum Systemthis indicator was made using ai with low code no code that i have programed to use its understanding of pine script and my own trading knowledge it is capable of creating entries but not exits so be aware of that still working o fine tuning the details but for now this will do
Advanced Support and Resistance Zones with Buy/Sell Signalsimport ccxt
import pandas as pd
import numpy as np
import ta
# اتصال به بازار (مثال: Binance)
exchange = ccxt.binance()
# تنظیمات
symbol = 'BTC/USDT' # جفت معاملاتی
timeframe = '4h' # تایمفریم 4 ساعته
# دریافت دادههای قیمتی
def fetch_data(symbol, timeframe, limit=100):
try:
ohlcv = exchange.fetch_ohlcv(symbol, timeframe=timeframe, limit=limit)
df = pd.DataFrame(ohlcv, columns= )
df = pd.to_datetime(df , unit='ms')
return df
except Exception as e:
print(f"خطا در دریافت دادهها: {e}")
return None
# محاسبه EMA
def calculate_ema(data, period):
return ta.trend.ema_indicator(data , window=period)
# محاسبه Fibonacci Retracement
def calculate_fibonacci_levels(data):
high = data .max()
low = data .min()
diff = high - low
levels = {
"0%": high,
"23.6%": high - 0.236 * diff,
"38.2%": high - 0.382 * diff,
"50%": high - 0.5 * diff,
"61.8%": high - 0.618 * diff,
"100%": low
}
return levels
# محاسبه Pivot Points
def calculate_pivot_points(data):
high = data .max()
low = data .min()
close = data .iloc
pivot = (high + low + close) / 3
r1 = (2 * pivot) - low
s1 = (2 * pivot) - high
r2 = pivot + (high - low)
s2 = pivot - (high - low)
return {"R1": r1, "S1": s1, "R2": r2, "S2": s2}
# شناسایی مناطق حمایت و مقاومت
def identify_support_resistance(data, ema_period=20):
support_zones = {}
resistance_zones = {}
# محاسبه EMA
ema = calculate_ema(data, ema_period)
ema_value = ema.iloc
# محاسبه Fibonacci Levels
fib_levels = calculate_fibonacci_levels(data)
# محاسبه Pivot Points
pivot_points = calculate_pivot_points(data)
# ترکیب ابزارها برای شناسایی مناطق
all_levels = list(fib_levels.values()) + + list(pivot_points.values())
for level in all_levels:
count = 0
if level in fib_levels.values():
count += 1
if abs(level - ema_value) < 100: # اگر EMA نزدیک باشد
count += 1
if level in pivot_points.values():
count += 1
if count >= 2: # حداقل دو ابزار تایید کننده
if level < data .iloc : # حمایت
support_zones = count
else: # مقاومت
resistance_zones = count
return support_zones, resistance_zones
# اجرای ربات
if __name__ == "__main__":
df = fetch_data(symbol, timeframe)
if df is not None:
support_zones, resistance_zones = identify_support_resistance(df)
print("مناطق حمایت:")
for zone, strength in support_zones.items():
print(f"قیمت: {zone}, قوت: {strength}")
print(" مناطق مقاومت:")
for zone, strength in resistance_zones.items():
print(f"قیمت: {zone}, قوت: {strength}")
