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.gitattributes

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 # Video files - compressed
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+market_data_mt5.csv filter=lfs diff=lfs merge=lfs -text

README.md

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+# MetaTrader5 Market Data with Technical Indicators
+
+## Dataset Description
+
+This dataset contains comprehensive financial market data from MetaTrader5 (MT5) on 5 symbols including "XAUUSD", "US30", "BTCUSD", "EURUSD" and "USDJPY" in 7 differents timeframe
+
+## Dataset Summary
+
+- **Size**: 4.2GB
+- **Records**: ~19.7M rows
+- **Format**: CSV
+
+## Features
+
+The dataset contains 28 columns with the following structure:
+
+### Basic Market Data
+- `symbol` (String): Trading symbol identifier
+- `timeframe` (String): Time interval (M1 = 1 minute)
+- `time` (Int64): Unix timestamp
+- `open` (Float64): Opening price
+- `high` (Float64): Highest price
+- `low` (Float64): Lowest price
+- `close` (Float64): Closing price
+- `volume` (Int64): Trading volume
+
+### Technical Indicators
+
+#### Trend Indicators
+- `adx` (Float64): Average Directional Index - measures trend strength
+- `ma` (Float64): Moving Average - trend following indicator
+- `macd_main` (Float64): MACD main line - trend momentum indicator
+- `macd_signal` (Float64): MACD signal line - entry/exit signals
+
+#### Volatility Indicators
+- `atr` (Float64): Average True Range - measures market volatility
+- `bb_upper` (Float64): Bollinger Bands upper bound
+- `bb_middle` (Float64): Bollinger Bands middle line (SMA)
+- `bb_lower` (Float64): Bollinger Bands lower bound
+- `stddev` (Float64): Standard Deviation - volatility measure
+
+#### Momentum Indicators
+- `cci` (Float64): Commodity Channel Index - momentum oscillator
+- `mfi` (Float64): Money Flow Index - volume-weighted momentum
+- `rsi` (Float64): Relative Strength Index - momentum oscillator (0-100)
+- `rvi` (Float64): Relative Vigor Index - momentum indicator
+- `stoch_k` (Float64): Stochastic %K - momentum oscillator
+- `stoch_d` (Float64): Stochastic %D - smoothed %K
+- `willr` (Float64): Williams %R - momentum indicator
+
+#### Volume Indicators
+- `obv` (Float64): On-Balance Volume - cumulative volume indicator
+
+#### Pattern Recognition
+- `candle_type` (Int32): Candlestick pattern classification
+- `zigzag_small` (String): Small timeframe swing points ("swing_high", "swing_low", or "null")
+- `zigzag_large` (String): Large timeframe swing points ("swing_high", "swing_low", or "null")
+
+## Data Schema
+
+```python
+market_data = {
+    "symbol": "String",
+    "timeframe": "String", 
+    "time": "Int64",
+    "open": "Float64",
+    "high": "Float64",
+    "low": "Float64",
+    "close": "Float64",
+    "volume": "Int64",
+    "adx": "Float64",
+    "atr": "Float64",
+    "bb_upper": "Float64",
+    "bb_middle": "Float64",
+    "bb_lower": "Float64",
+    "cci": "Float64",
+    "mfi": "Float64",
+    "ma": "Float64",
+    "macd_main": "Float64",
+    "macd_signal": "Float64",
+    "obv": "Float64",
+    "rsi": "Float64",
+    "rvi": "Float64",
+    "stddev": "Float64",
+    "stoch_k": "Float64",
+    "stoch_d": "Float64",
+    "willr": "Float64",
+    "candle_type": "Int32",
+    "zigzag_small": "Nullable(String)",  # "null", "swing_high", or "swing_low"
+    "zigzag_large": "Nullable(String)"   # "null", "swing_high", or "swing_low"
+}
+```
+