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crypto_bot_training/Session_03/pandas-ta-examples.ipynb
2025-06-19 10:40:15 +02:00

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Session 3.2: Technical Indicators with pandas-ta\n",
"## Advanced Technical Analysis for Crypto Trading\n",
"\n",
"### Learning Objectives:\n",
"- Master pandas-ta library for technical analysis\n",
"- Calculate essential indicators: SMA, EMA, RSI, MACD, Bollinger Bands\n",
"- Understand indicator interpretation and signals\n",
"- Build multi-timeframe analysis\n",
"- Create indicator-based trading signals\n",
"- Implement live data technical analysis\n",
"\n",
"### Prerequisites:\n",
"- Completed Session 3.1 (Binance API with CCXT)\n",
"- Understanding of basic technical analysis concepts"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 1. Setup and Data Preparation"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"pandas-ta version: 0.3.14b0\n"
]
},
{
"data": {
"text/plain": [
"False"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Import required libraries\n",
"import pandas as pd\n",
"import numpy as np\n",
"import pandas_ta as ta\n",
"import matplotlib.pyplot as plt\n",
"import seaborn as sns\n",
"import ccxt\n",
"import os\n",
"from datetime import datetime, timedelta\n",
"from dotenv import load_dotenv\n",
"import warnings\n",
"warnings.filterwarnings('ignore')\n",
"\n",
"# Set up plotting style\n",
"plt.style.use('default')\n",
"sns.set_palette(\"husl\")\n",
"plt.rcParams['figure.figsize'] = (15, 8)\n",
"plt.rcParams['font.size'] = 12\n",
"\n",
"print(f\"pandas-ta version: {ta.version}\")\n",
"\n",
"# Load environment variables\n",
"load_dotenv()"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Fetching BTC/USDT data for analysis...\n",
"✓ Data loaded: 500 candles\n",
"Date range: 2025-05-28 23:00:00 to 2025-06-18 18:00:00\n",
"\n",
"Data preview:\n",
" open high low close volume\n",
"datetime \n",
"2025-05-28 23:00:00 107400.73 108043.95 107400.73 107781.78 716.28736\n",
"2025-05-29 00:00:00 107781.78 108297.87 107421.12 108285.32 732.14610\n",
"2025-05-29 01:00:00 108285.31 108347.78 107812.85 108156.23 977.95629\n",
"2025-05-29 02:00:00 108156.23 108484.61 107931.15 108426.94 690.46291\n",
"2025-05-29 03:00:00 108426.93 108430.76 107955.47 108044.88 611.48079\n",
"\n",
"Data info: No missing values, ready for analysis\n"
]
}
],
"source": [
"# Robust data fetching function (from Session 3.1)\n",
"def get_binance_credentials():\n",
" \"\"\"Get Binance credentials from environment variables\"\"\"\n",
" api_key = os.getenv('BINANCE_API_KEY')\n",
" secret = os.getenv('BINANCE_SECRET_KEY')\n",
" \n",
" if api_key and secret:\n",
" return {'apiKey': api_key, 'secret': secret}\n",
" return {}\n",
"\n",
"def get_crypto_data(symbol='BTC/USDT', timeframe='1h', limit=500):\n",
" \"\"\"\n",
" Fetch crypto data with robust error handling\n",
" \"\"\"\n",
" try:\n",
" # Initialize Binance with credentials if available\n",
" config = {\n",
" 'enableRateLimit': True,\n",
" 'timeout': 30000,\n",
" }\n",
" \n",
" credentials = get_binance_credentials()\n",
" if credentials:\n",
" config.update(credentials)\n",
" \n",
" exchange = ccxt.binance(config)\n",
" \n",
" # Fetch OHLCV data\n",
" ohlcv = exchange.fetch_ohlcv(symbol, timeframe, limit=limit)\n",
" \n",
" # Convert to DataFrame\n",
" df = pd.DataFrame(ohlcv, columns=['timestamp', 'open', 'high', 'low', 'close', 'volume'])\n",
" df['datetime'] = pd.to_datetime(df['timestamp'], unit='ms')\n",
" df.set_index('datetime', inplace=True)\n",
" df.drop('timestamp', axis=1, inplace=True)\n",
" \n",
" # Ensure numeric types\n",
" numeric_cols = ['open', 'high', 'low', 'close', 'volume']\n",
" df[numeric_cols] = df[numeric_cols].apply(pd.to_numeric, errors='coerce')\n",
" \n",
" # Remove any NaN values\n",
" df = df.dropna()\n",
" \n",
" return df\n",
" \n",
" except Exception as e:\n",
" print(f\"Error fetching data for {symbol}: {e}\")\n",
" return None\n",
"\n",
"# Fetch sample data\n",
"print(\"Fetching BTC/USDT data for analysis...\")\n",
"btc_data = get_crypto_data('BTC/USDT', '1h', 500)\n",
"\n",
"if btc_data is not None:\n",
" print(f\"✓ Data loaded: {len(btc_data)} candles\")\n",
" print(f\"Date range: {btc_data.index.min()} to {btc_data.index.max()}\")\n",
" print(\"\\nData preview:\")\n",
" print(btc_data.head())\n",
" print(f\"\\nData info: No missing values, ready for analysis\")\n",
"else:\n",
" print(\"✗ Failed to load data\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 2. Moving Averages (SMA, EMA)"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Moving averages calculated successfully!\n",
"\n",
"Current values (last data point):\n",
"close: $104,056.07\n",
"SMA_20: $104,748.27\n",
"SMA_50: $105,658.22\n",
"EMA_12: $104,541.44\n",
"EMA_26: $104,825.93\n",
"EMA_50: $105,224.05\n"
]
},
{
"data": {
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"text/plain": [
"<Figure size 1500x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Signal Analysis:\n",
"Golden crosses found: 1\n",
"Death crosses found: 1\n",
"\n",
"Current Trend Analysis:\n",
"Price vs SMA20: Below\n",
"Price vs SMA50: Below\n",
"SMA20 vs SMA50: Bearish\n"
]
}
],
"source": [
"# Calculate various moving averages\n",
"if btc_data is not None:\n",
" # Simple Moving Averages\n",
" btc_data['SMA_20'] = ta.sma(btc_data['close'], length=20)\n",
" btc_data['SMA_50'] = ta.sma(btc_data['close'], length=50)\n",
" btc_data['SMA_200'] = ta.sma(btc_data['close'], length=200)\n",
" \n",
" # Exponential Moving Averages\n",
" btc_data['EMA_12'] = ta.ema(btc_data['close'], length=12)\n",
" btc_data['EMA_26'] = ta.ema(btc_data['close'], length=26)\n",
" btc_data['EMA_50'] = ta.ema(btc_data['close'], length=50)\n",
" \n",
" print(\"Moving averages calculated successfully!\")\n",
" print(\"\\nCurrent values (last data point):\")\n",
" current_data = btc_data[['close', 'SMA_20', 'SMA_50', 'EMA_12', 'EMA_26', 'EMA_50']].iloc[-1]\n",
" for col, val in current_data.items():\n",
" if pd.notna(val):\n",
" print(f\"{col}: ${val:,.2f}\")\n",
" \n",
" # Plot moving averages\n",
" fig, ax = plt.subplots(figsize=(15, 8))\n",
" \n",
" # Use last 200 data points for cleaner visualization\n",
" recent_data = btc_data.iloc[-200:]\n",
" \n",
" # Plot price and moving averages\n",
" ax.plot(recent_data.index, recent_data['close'], label='BTC Price', linewidth=2, color='black')\n",
" ax.plot(recent_data.index, recent_data['SMA_20'], label='SMA 20', alpha=0.8, color='blue')\n",
" ax.plot(recent_data.index, recent_data['SMA_50'], label='SMA 50', alpha=0.8, color='red')\n",
" ax.plot(recent_data.index, recent_data['EMA_12'], label='EMA 12', alpha=0.8, linestyle='--', color='green')\n",
" ax.plot(recent_data.index, recent_data['EMA_26'], label='EMA 26', alpha=0.8, linestyle='--', color='orange')\n",
" \n",
" ax.set_title('BTC/USDT Price with Moving Averages', fontsize=16)\n",
" ax.set_ylabel('Price (USDT)', fontsize=12)\n",
" ax.legend(loc='upper left')\n",
" ax.grid(True, alpha=0.3)\n",
" plt.tight_layout()\n",
" plt.show()\n",
" \n",
" # Calculate MA signals (only where we have enough data)\n",
" btc_data['golden_cross'] = (\n",
" (btc_data['SMA_50'] > btc_data['SMA_200']) & \n",
" (btc_data['SMA_50'].shift(1) <= btc_data['SMA_200'].shift(1))\n",
" )\n",
" btc_data['death_cross'] = (\n",
" (btc_data['SMA_50'] < btc_data['SMA_200']) & \n",
" (btc_data['SMA_50'].shift(1) >= btc_data['SMA_200'].shift(1))\n",
" )\n",
" \n",
" # Count signals\n",
" golden_crosses = btc_data[btc_data['golden_cross'] == True]\n",
" death_crosses = btc_data[btc_data['death_cross'] == True]\n",
" \n",
" print(f\"\\nSignal Analysis:\")\n",
" print(f\"Golden crosses found: {len(golden_crosses)}\")\n",
" print(f\"Death crosses found: {len(death_crosses)}\")\n",
" \n",
" # Current trend analysis\n",
" current_price = btc_data['close'].iloc[-1]\n",
" current_sma20 = btc_data['SMA_20'].iloc[-1]\n",
" current_sma50 = btc_data['SMA_50'].iloc[-1]\n",
" \n",
" if pd.notna(current_sma20) and pd.notna(current_sma50):\n",
" print(f\"\\nCurrent Trend Analysis:\")\n",
" print(f\"Price vs SMA20: {'Above' if current_price > current_sma20 else 'Below'}\")\n",
" print(f\"Price vs SMA50: {'Above' if current_price > current_sma50 else 'Below'}\")\n",
" print(f\"SMA20 vs SMA50: {'Bullish' if current_sma20 > current_sma50 else 'Bearish'}\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 3. Relative Strength Index (RSI)"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"RSI Analysis:\n",
"Current RSI(14): 38.05\n",
"Status: Neutral (30-70) - No clear signal\n",
"\n",
"Recent signals (last 100 periods):\n",
"Oversold signals: 4\n",
"Overbought signals: 9\n"
]
},
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 1500x1000 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"RSI Statistics:\n",
"RSI mean: 49.58\n",
"RSI standard deviation: 12.10\n",
"Time in overbought zone: 5.0%\n",
"Time in oversold zone: 4.6%\n"
]
}
],
"source": [
"# Calculate RSI with different periods\n",
"if btc_data is not None:\n",
" btc_data['RSI_14'] = ta.rsi(btc_data['close'], length=14)\n",
" btc_data['RSI_21'] = ta.rsi(btc_data['close'], length=21)\n",
" \n",
" # Calculate RSI signals\n",
" btc_data['rsi_oversold'] = btc_data['RSI_14'] < 30\n",
" btc_data['rsi_overbought'] = btc_data['RSI_14'] > 70\n",
" \n",
" # Current RSI analysis\n",
" current_rsi = btc_data['RSI_14'].iloc[-1]\n",
" \n",
" print(\"RSI Analysis:\")\n",
" print(f\"Current RSI(14): {current_rsi:.2f}\")\n",
" \n",
" if current_rsi > 70:\n",
" print(\"Status: Overbought (>70) - Potential sell signal\")\n",
" elif current_rsi < 30:\n",
" print(\"Status: Oversold (<30) - Potential buy signal\")\n",
" else:\n",
" print(\"Status: Neutral (30-70) - No clear signal\")\n",
" \n",
" # Count signals in recent data\n",
" recent_data = btc_data.iloc[-100:] # Last 100 periods\n",
" oversold_count = (recent_data['RSI_14'] < 30).sum()\n",
" overbought_count = (recent_data['RSI_14'] > 70).sum()\n",
" \n",
" print(f\"\\nRecent signals (last 100 periods):\")\n",
" print(f\"Oversold signals: {oversold_count}\")\n",
" print(f\"Overbought signals: {overbought_count}\")\n",
" \n",
" # Plot RSI\n",
" fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(15, 10), height_ratios=[2, 1])\n",
" \n",
" # Use recent data for plotting\n",
" recent_data = btc_data.iloc[-200:]\n",
" \n",
" # Price chart\n",
" ax1.plot(recent_data.index, recent_data['close'], label='BTC Price', color='black', linewidth=2)\n",
" ax1.set_title('BTC/USDT Price', fontsize=14)\n",
" ax1.set_ylabel('Price (USDT)')\n",
" ax1.legend()\n",
" ax1.grid(True, alpha=0.3)\n",
" \n",
" # RSI chart\n",
" ax2.plot(recent_data.index, recent_data['RSI_14'], label='RSI(14)', color='purple', linewidth=2)\n",
" ax2.axhline(y=70, color='red', linestyle='--', alpha=0.7, label='Overbought (70)')\n",
" ax2.axhline(y=30, color='green', linestyle='--', alpha=0.7, label='Oversold (30)')\n",
" ax2.axhline(y=50, color='gray', linestyle='-', alpha=0.5, label='Neutral (50)')\n",
" \n",
" # Highlight overbought/oversold areas\n",
" ax2.fill_between(recent_data.index, 70, 100, alpha=0.2, color='red')\n",
" ax2.fill_between(recent_data.index, 0, 30, alpha=0.2, color='green')\n",
" \n",
" ax2.set_title('RSI(14) Indicator', fontsize=14)\n",
" ax2.set_ylabel('RSI')\n",
" ax2.set_ylim(0, 100)\n",
" ax2.legend()\n",
" ax2.grid(True, alpha=0.3)\n",
" \n",
" plt.tight_layout()\n",
" plt.show()\n",
" \n",
" # RSI statistics\n",
" rsi_mean = btc_data['RSI_14'].mean()\n",
" rsi_std = btc_data['RSI_14'].std()\n",
" time_overbought = (btc_data['RSI_14'] > 70).mean() * 100\n",
" time_oversold = (btc_data['RSI_14'] < 30).mean() * 100\n",
" \n",
" print(f\"\\nRSI Statistics:\")\n",
" print(f\"RSI mean: {rsi_mean:.2f}\")\n",
" print(f\"RSI standard deviation: {rsi_std:.2f}\")\n",
" print(f\"Time in overbought zone: {time_overbought:.1f}%\")\n",
" print(f\"Time in oversold zone: {time_oversold:.1f}%\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 4. MACD (Moving Average Convergence Divergence)"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"MACD Analysis:\n",
"Current MACD: -284.4879\n",
"Current Signal: -277.0861\n",
"Current Histogram: -7.4018\n",
"Status: MACD below signal line (Bearish)\n",
"Trend: MACD below zero (Downtrend)\n",
"\n",
"Recent signals (last 100 periods):\n",
"MACD bullish crossovers: 4\n",
"MACD bearish crossovers: 4\n"
]
},
{
"data": {
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"text/plain": [
"<Figure size 1500x1200 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Most recent bullish crossover:\n",
"Date: 2025-06-18 00:00:00\n",
"Price: $104842.78\n",
"\n",
"Most recent bearish crossover:\n",
"Date: 2025-06-18 18:00:00\n",
"Price: $104056.07\n"
]
}
],
"source": [
"# Calculate MACD\n",
"if btc_data is not None:\n",
" # Calculate MACD with standard parameters (12, 26, 9)\n",
" macd_data = ta.macd(btc_data['close'], fast=12, slow=26, signal=9)\n",
" \n",
" # Extract MACD components\n",
" btc_data['MACD'] = macd_data['MACD_12_26_9']\n",
" btc_data['MACD_signal'] = macd_data['MACDs_12_26_9']\n",
" btc_data['MACD_histogram'] = macd_data['MACDh_12_26_9']\n",
" \n",
" # Calculate MACD signals\n",
" btc_data['macd_bullish_crossover'] = (\n",
" (btc_data['MACD'] > btc_data['MACD_signal']) & \n",
" (btc_data['MACD'].shift(1) <= btc_data['MACD_signal'].shift(1))\n",
" )\n",
" btc_data['macd_bearish_crossover'] = (\n",
" (btc_data['MACD'] < btc_data['MACD_signal']) & \n",
" (btc_data['MACD'].shift(1) >= btc_data['MACD_signal'].shift(1))\n",
" )\n",
" \n",
" # Current MACD analysis\n",
" current_macd = btc_data['MACD'].iloc[-1]\n",
" current_signal = btc_data['MACD_signal'].iloc[-1]\n",
" current_histogram = btc_data['MACD_histogram'].iloc[-1]\n",
" \n",
" print(\"MACD Analysis:\")\n",
" print(f\"Current MACD: {current_macd:.4f}\")\n",
" print(f\"Current Signal: {current_signal:.4f}\")\n",
" print(f\"Current Histogram: {current_histogram:.4f}\")\n",
" \n",
" # Interpret current MACD\n",
" if current_macd > current_signal:\n",
" print(\"Status: MACD above signal line (Bullish)\")\n",
" else:\n",
" print(\"Status: MACD below signal line (Bearish)\")\n",
" \n",
" if current_macd > 0:\n",
" print(\"Trend: MACD above zero (Uptrend)\")\n",
" else:\n",
" print(\"Trend: MACD below zero (Downtrend)\")\n",
" \n",
" # Count recent signals\n",
" recent_data = btc_data.iloc[-100:]\n",
" bullish_crossovers = recent_data[recent_data['macd_bullish_crossover'] == True]\n",
" bearish_crossovers = recent_data[recent_data['macd_bearish_crossover'] == True]\n",
" \n",
" print(f\"\\nRecent signals (last 100 periods):\")\n",
" print(f\"MACD bullish crossovers: {len(bullish_crossovers)}\")\n",
" print(f\"MACD bearish crossovers: {len(bearish_crossovers)}\")\n",
" \n",
" # Plot MACD\n",
" fig, (ax1, ax2, ax3) = plt.subplots(3, 1, figsize=(15, 12), height_ratios=[2, 1, 1])\n",
" \n",
" # Use recent data for plotting\n",
" recent_data = btc_data.iloc[-200:]\n",
" \n",
" # Price chart\n",
" ax1.plot(recent_data.index, recent_data['close'], label='BTC Price', color='black', linewidth=2)\n",
" ax1.set_title('BTC/USDT Price', fontsize=14)\n",
" ax1.set_ylabel('Price (USDT)')\n",
" ax1.legend()\n",
" ax1.grid(True, alpha=0.3)\n",
" \n",
" # MACD line chart\n",
" ax2.plot(recent_data.index, recent_data['MACD'], label='MACD', color='blue', linewidth=2)\n",
" ax2.plot(recent_data.index, recent_data['MACD_signal'], label='Signal', color='red', linewidth=2)\n",
" ax2.axhline(y=0, color='gray', linestyle='-', alpha=0.5)\n",
" ax2.set_title('MACD Line', fontsize=14)\n",
" ax2.set_ylabel('MACD')\n",
" ax2.legend()\n",
" ax2.grid(True, alpha=0.3)\n",
" \n",
" # MACD histogram\n",
" colors = ['green' if x >= 0 else 'red' for x in recent_data['MACD_histogram']]\n",
" ax3.bar(recent_data.index, recent_data['MACD_histogram'], color=colors, alpha=0.7)\n",
" ax3.axhline(y=0, color='gray', linestyle='-', alpha=0.5)\n",
" ax3.set_title('MACD Histogram', fontsize=14)\n",
" ax3.set_ylabel('Histogram')\n",
" ax3.grid(True, alpha=0.3)\n",
" \n",
" plt.tight_layout()\n",
" plt.show()\n",
" \n",
" # Show most recent signals\n",
" all_bullish = btc_data[btc_data['macd_bullish_crossover'] == True]\n",
" all_bearish = btc_data[btc_data['macd_bearish_crossover'] == True]\n",
" \n",
" if len(all_bullish) > 0:\n",
" print(\"\\nMost recent bullish crossover:\")\n",
" last_bullish = all_bullish.iloc[-1]\n",
" print(f\"Date: {last_bullish.name}\")\n",
" print(f\"Price: ${last_bullish['close']:.2f}\")\n",
" \n",
" if len(all_bearish) > 0:\n",
" print(\"\\nMost recent bearish crossover:\")\n",
" last_bearish = all_bearish.iloc[-1]\n",
" print(f\"Date: {last_bearish.name}\")\n",
" print(f\"Price: ${last_bearish['close']:.2f}\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 5. Bollinger Bands"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Bollinger Bands Analysis:\n",
"Current Price: $104,056.07\n",
"Upper Band: $105,455.79\n",
"Middle Band: $104,748.27\n",
"Lower Band: $104,040.74\n",
"Bandwidth: 1.3509\n",
"%B: 0.011\n",
"Status: Price near lower band (Strong downward pressure)\n",
"\n",
"Recent band touches (last 100 periods):\n",
"Upper band touches: 9\n",
"Lower band touches: 4\n"
]
},
{
"data": {
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"text/plain": [
"<Figure size 1500x1000 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Bollinger Bands Statistics:\n",
"Average bandwidth: 2.1993\n",
"Current bandwidth percentile: 28.2%\n",
"Time above upper band: 6.2%\n",
"Time below lower band: 7.0%\n"
]
}
],
"source": [
"# Calculate Bollinger Bands\n",
"if btc_data is not None:\n",
" # Calculate Bollinger Bands with standard parameters (20 period, 2 std dev)\n",
" bb_data = ta.bbands(btc_data['close'], length=20, std=2)\n",
" \n",
" btc_data['BB_upper'] = bb_data['BBU_20_2.0']\n",
" btc_data['BB_middle'] = bb_data['BBM_20_2.0'] # This is the SMA\n",
" btc_data['BB_lower'] = bb_data['BBL_20_2.0']\n",
" btc_data['BB_width'] = bb_data['BBB_20_2.0'] # Bandwidth\n",
" btc_data['BB_percent'] = bb_data['BBP_20_2.0'] # %B\n",
" \n",
" # Calculate BB signals\n",
" btc_data['bb_upper_touch'] = btc_data['close'] >= btc_data['BB_upper']\n",
" btc_data['bb_lower_touch'] = btc_data['close'] <= btc_data['BB_lower']\n",
" \n",
" # Current analysis\n",
" current_price = btc_data['close'].iloc[-1]\n",
" current_upper = btc_data['BB_upper'].iloc[-1]\n",
" current_middle = btc_data['BB_middle'].iloc[-1]\n",
" current_lower = btc_data['BB_lower'].iloc[-1]\n",
" current_percent_b = btc_data['BB_percent'].iloc[-1]\n",
" current_width = btc_data['BB_width'].iloc[-1]\n",
" \n",
" print(\"Bollinger Bands Analysis:\")\n",
" print(f\"Current Price: ${current_price:,.2f}\")\n",
" print(f\"Upper Band: ${current_upper:,.2f}\")\n",
" print(f\"Middle Band: ${current_middle:,.2f}\")\n",
" print(f\"Lower Band: ${current_lower:,.2f}\")\n",
" print(f\"Bandwidth: {current_width:.4f}\")\n",
" print(f\"%B: {current_percent_b:.3f}\")\n",
" \n",
" # Interpret %B\n",
" if current_percent_b > 1:\n",
" print(\"Status: Price above upper band (Potential overbought)\")\n",
" elif current_percent_b < 0:\n",
" print(\"Status: Price below lower band (Potential oversold)\")\n",
" elif current_percent_b > 0.8:\n",
" print(\"Status: Price near upper band (Strong upward pressure)\")\n",
" elif current_percent_b < 0.2:\n",
" print(\"Status: Price near lower band (Strong downward pressure)\")\n",
" else:\n",
" print(f\"Status: Price within normal range ({current_percent_b*100:.1f}% from lower to upper)\")\n",
" \n",
" # Count band touches\n",
" recent_data = btc_data.iloc[-100:]\n",
" upper_touches = (recent_data['close'] >= recent_data['BB_upper']).sum()\n",
" lower_touches = (recent_data['close'] <= recent_data['BB_lower']).sum()\n",
" \n",
" print(f\"\\nRecent band touches (last 100 periods):\")\n",
" print(f\"Upper band touches: {upper_touches}\")\n",
" print(f\"Lower band touches: {lower_touches}\")\n",
" \n",
" # Plot Bollinger Bands\n",
" fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(15, 10), height_ratios=[3, 1])\n",
" \n",
" # Use recent data for plotting\n",
" recent_data = btc_data.iloc[-200:]\n",
" \n",
" # Price and Bollinger Bands\n",
" ax1.plot(recent_data.index, recent_data['close'], label='BTC Price', color='black', linewidth=2, zorder=3)\n",
" ax1.plot(recent_data.index, recent_data['BB_upper'], label='Upper Band', color='red', linestyle='--', alpha=0.8)\n",
" ax1.plot(recent_data.index, recent_data['BB_middle'], label='Middle Band (SMA)', color='blue', alpha=0.8)\n",
" ax1.plot(recent_data.index, recent_data['BB_lower'], label='Lower Band', color='green', linestyle='--', alpha=0.8)\n",
" \n",
" # Fill between bands\n",
" ax1.fill_between(recent_data.index, recent_data['BB_upper'], recent_data['BB_lower'], alpha=0.1, color='gray')\n",
" \n",
" ax1.set_title('BTC/USDT with Bollinger Bands', fontsize=16)\n",
" ax1.set_ylabel('Price (USDT)')\n",
" ax1.legend()\n",
" ax1.grid(True, alpha=0.3)\n",
" \n",
" # %B indicator\n",
" ax2.plot(recent_data.index, recent_data['BB_percent'], label='%B', color='purple', linewidth=2)\n",
" ax2.axhline(y=1, color='red', linestyle='--', alpha=0.7, label='Upper Band')\n",
" ax2.axhline(y=0, color='green', linestyle='--', alpha=0.7, label='Lower Band')\n",
" ax2.axhline(y=0.5, color='blue', linestyle='-', alpha=0.5, label='Middle')\n",
" \n",
" # Highlight extreme zones\n",
" ax2.fill_between(recent_data.index, 1, 1.2, alpha=0.2, color='red')\n",
" ax2.fill_between(recent_data.index, -0.2, 0, alpha=0.2, color='green')\n",
" \n",
" ax2.set_title('%B Indicator', fontsize=14)\n",
" ax2.set_ylabel('%B')\n",
" ax2.legend()\n",
" ax2.grid(True, alpha=0.3)\n",
" \n",
" plt.tight_layout()\n",
" plt.show()\n",
" \n",
" # BB Statistics\n",
" avg_width = btc_data['BB_width'].mean()\n",
" current_width_percentile = (btc_data['BB_width'] <= current_width).mean() * 100\n",
" time_above_upper = (btc_data['BB_percent'] > 1).mean() * 100\n",
" time_below_lower = (btc_data['BB_percent'] < 0).mean() * 100\n",
" \n",
" print(f\"\\nBollinger Bands Statistics:\")\n",
" print(f\"Average bandwidth: {avg_width:.4f}\")\n",
" print(f\"Current bandwidth percentile: {current_width_percentile:.1f}%\")\n",
" print(f\"Time above upper band: {time_above_upper:.1f}%\")\n",
" print(f\"Time below lower band: {time_below_lower:.1f}%\")\n",
" \n",
" if current_width_percentile < 20:\n",
" print(\"⚠️ Low volatility - potential breakout ahead\")\n",
" elif current_width_percentile > 80:\n",
" print(\"⚠️ High volatility - bands may contract soon\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 6. Additional Key Indicators"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Additional Indicators Summary:\n",
"Stochastic %K: 31.70\n",
"Stochastic %D: 40.32\n",
"ATR (volatility): 632.69\n",
"Current Volume: 215\n",
"Average Volume: 549\n",
"Stochastic Status: Neutral (20-80)\n",
"\n",
"Volume Analysis:\n",
"Volume vs Average: 0.39x\n",
"Volume Status: Low volume (<0.5x average)\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1800x1200 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Calculate additional important technical indicators\n",
"if btc_data is not None:\n",
" # Stochastic Oscillator\n",
" stoch_data = ta.stoch(btc_data['high'], btc_data['low'], btc_data['close'], k=14, d=3)\n",
" btc_data['Stoch_K'] = stoch_data['STOCHk_14_3_3']\n",
" btc_data['Stoch_D'] = stoch_data['STOCHd_14_3_3']\n",
" \n",
" # Average True Range (ATR) - for volatility\n",
" btc_data['ATR'] = ta.atr(btc_data['high'], btc_data['low'], btc_data['close'], length=14)\n",
" \n",
" # Volume indicators\n",
" btc_data['Volume_SMA'] = ta.sma(btc_data['volume'], length=20)\n",
" btc_data['OBV'] = ta.obv(btc_data['close'], btc_data['volume'])\n",
" \n",
" # Current values\n",
" current_stoch_k = btc_data['Stoch_K'].iloc[-1]\n",
" current_stoch_d = btc_data['Stoch_D'].iloc[-1]\n",
" current_atr = btc_data['ATR'].iloc[-1]\n",
" current_volume = btc_data['volume'].iloc[-1]\n",
" avg_volume = btc_data['Volume_SMA'].iloc[-1]\n",
" \n",
" print(\"Additional Indicators Summary:\")\n",
" print(f\"Stochastic %K: {current_stoch_k:.2f}\")\n",
" print(f\"Stochastic %D: {current_stoch_d:.2f}\")\n",
" print(f\"ATR (volatility): {current_atr:.2f}\")\n",
" print(f\"Current Volume: {current_volume:,.0f}\")\n",
" print(f\"Average Volume: {avg_volume:,.0f}\")\n",
" \n",
" # Interpret Stochastic\n",
" if current_stoch_k > 80:\n",
" print(\"Stochastic Status: Overbought (>80)\")\n",
" elif current_stoch_k < 20:\n",
" print(\"Stochastic Status: Oversold (<20)\")\n",
" else:\n",
" print(\"Stochastic Status: Neutral (20-80)\")\n",
" \n",
" # Volume analysis\n",
" volume_ratio = current_volume / avg_volume if avg_volume > 0 else 0\n",
" print(f\"\\nVolume Analysis:\")\n",
" print(f\"Volume vs Average: {volume_ratio:.2f}x\")\n",
" if volume_ratio > 1.5:\n",
" print(\"Volume Status: High volume (>1.5x average)\")\n",
" elif volume_ratio < 0.5:\n",
" print(\"Volume Status: Low volume (<0.5x average)\")\n",
" else:\n",
" print(\"Volume Status: Normal volume\")\n",
" \n",
" # Create indicators visualization\n",
" fig, axes = plt.subplots(2, 2, figsize=(18, 12))\n",
" \n",
" # Use recent data\n",
" recent_data = btc_data.iloc[-150:]\n",
" \n",
" # Stochastic\n",
" axes[0,0].plot(recent_data.index, recent_data['Stoch_K'], label='%K', linewidth=2, color='blue')\n",
" axes[0,0].plot(recent_data.index, recent_data['Stoch_D'], label='%D', linewidth=2, color='red')\n",
" axes[0,0].axhline(y=80, color='red', linestyle='--', alpha=0.7)\n",
" axes[0,0].axhline(y=20, color='green', linestyle='--', alpha=0.7)\n",
" axes[0,0].fill_between(recent_data.index, 80, 100, alpha=0.1, color='red')\n",
" axes[0,0].fill_between(recent_data.index, 0, 20, alpha=0.1, color='green')\n",
" axes[0,0].set_title('Stochastic Oscillator')\n",
" axes[0,0].set_ylabel('Value')\n",
" axes[0,0].legend()\n",
" axes[0,0].grid(True, alpha=0.3)\n",
" \n",
" # ATR (Average True Range)\n",
" axes[0,1].plot(recent_data.index, recent_data['ATR'], label='ATR', color='orange', linewidth=2)\n",
" axes[0,1].set_title('Average True Range (Volatility)')\n",
" axes[0,1].set_ylabel('ATR Value')\n",
" axes[0,1].legend()\n",
" axes[0,1].grid(True, alpha=0.3)\n",
" \n",
" # Volume Analysis\n",
" axes[1,0].bar(recent_data.index, recent_data['volume'], alpha=0.3, color='blue', label='Volume')\n",
" axes[1,0].plot(recent_data.index, recent_data['Volume_SMA'], color='red', linewidth=2, label='Volume SMA(20)')\n",
" axes[1,0].set_title('Volume Analysis')\n",
" axes[1,0].set_ylabel('Volume')\n",
" axes[1,0].legend()\n",
" axes[1,0].grid(True, alpha=0.3)\n",
" \n",
" # On-Balance Volume (OBV)\n",
" axes[1,1].plot(recent_data.index, recent_data['OBV'], color='green', linewidth=2, label='OBV')\n",
" axes[1,1].set_title('On-Balance Volume (OBV)')\n",
" axes[1,1].set_ylabel('OBV')\n",
" axes[1,1].legend()\n",
" axes[1,1].grid(True, alpha=0.3)\n",
" \n",
" plt.tight_layout()\n",
" plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 7. Simple Trading Signals"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Trading Signals Analysis:\n",
"==============================\n",
"Current signal score: -1\n",
"⚪ Neutral - No clear signal\n",
"\n",
"Recent signals (last 100 periods):\n",
"Strong buy signals: 0\n",
"Strong sell signals: 0\n"
]
},
{
"data": {
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"text/plain": [
"<Figure size 1500x1000 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"No recent strong signals found\n"
]
}
],
"source": [
"# Create simple but effective trading signals\n",
"def generate_simple_signals(data):\n",
" \"\"\"\n",
" Generate simple trading signals based on multiple indicators\n",
" \"\"\"\n",
" signals = pd.DataFrame(index=data.index)\n",
" signals['price'] = data['close']\n",
" \n",
" # Individual signals\n",
" signals['rsi_buy'] = data['RSI_14'] < 30 # RSI oversold\n",
" signals['rsi_sell'] = data['RSI_14'] > 70 # RSI overbought\n",
" \n",
" signals['macd_buy'] = (data['MACD'] > data['MACD_signal']) & (data['MACD'].shift(1) <= data['MACD_signal'].shift(1))\n",
" signals['macd_sell'] = (data['MACD'] < data['MACD_signal']) & (data['MACD'].shift(1) >= data['MACD_signal'].shift(1))\n",
" \n",
" signals['bb_buy'] = data['close'] <= data['BB_lower'] # Price touches lower BB\n",
" signals['bb_sell'] = data['close'] >= data['BB_upper'] # Price touches upper BB\n",
" \n",
" signals['trend_bullish'] = data['close'] > data['SMA_20'] # Price above SMA\n",
" signals['trend_bearish'] = data['close'] < data['SMA_20'] # Price below SMA\n",
" \n",
" # Combined signals (require multiple confirmations)\n",
" signals['strong_buy'] = (\n",
" signals['rsi_buy'] & \n",
" signals['bb_buy'] & \n",
" signals['trend_bullish']\n",
" )\n",
" \n",
" signals['strong_sell'] = (\n",
" signals['rsi_sell'] & \n",
" signals['bb_sell'] & \n",
" signals['trend_bearish']\n",
" )\n",
" \n",
" # Signal strength score (-3 to +3)\n",
" signals['signal_score'] = (\n",
" signals['rsi_buy'].astype(int) +\n",
" signals['macd_buy'].astype(int) +\n",
" signals['bb_buy'].astype(int)\n",
" ) - (\n",
" signals['rsi_sell'].astype(int) +\n",
" signals['macd_sell'].astype(int) +\n",
" signals['bb_sell'].astype(int)\n",
" )\n",
" \n",
" return signals\n",
"\n",
"# Generate signals\n",
"if btc_data is not None:\n",
" signals = generate_simple_signals(btc_data)\n",
" \n",
" print(\"Trading Signals Analysis:\")\n",
" print(\"=\" * 30)\n",
" \n",
" # Current signal analysis\n",
" current_score = signals['signal_score'].iloc[-1]\n",
" current_strong_buy = signals['strong_buy'].iloc[-1]\n",
" current_strong_sell = signals['strong_sell'].iloc[-1]\n",
" \n",
" print(f\"Current signal score: {current_score}\")\n",
" \n",
" if current_strong_buy:\n",
" print(\"🟢 STRONG BUY SIGNAL - Multiple indicators confirm oversold bounce opportunity\")\n",
" elif current_strong_sell:\n",
" print(\"🔴 STRONG SELL SIGNAL - Multiple indicators confirm overbought condition\")\n",
" elif current_score >= 2:\n",
" print(\"🟡 Bullish signal - Consider buying\")\n",
" elif current_score <= -2:\n",
" print(\"🟡 Bearish signal - Consider selling\")\n",
" else:\n",
" print(\"⚪ Neutral - No clear signal\")\n",
" \n",
" # Count signals in recent period\n",
" recent_signals = signals.iloc[-100:]\n",
" strong_buy_count = recent_signals['strong_buy'].sum()\n",
" strong_sell_count = recent_signals['strong_sell'].sum()\n",
" \n",
" print(f\"\\nRecent signals (last 100 periods):\")\n",
" print(f\"Strong buy signals: {strong_buy_count}\")\n",
" print(f\"Strong sell signals: {strong_sell_count}\")\n",
" \n",
" # Plot signals\n",
" fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(15, 10), height_ratios=[3, 1])\n",
" \n",
" # Recent data for plotting\n",
" recent_data = btc_data.iloc[-200:]\n",
" recent_signals = signals.iloc[-200:]\n",
" \n",
" # Price chart with signals\n",
" ax1.plot(recent_data.index, recent_data['close'], label='BTC Price', color='black', linewidth=2)\n",
" ax1.plot(recent_data.index, recent_data['SMA_20'], label='SMA 20', color='blue', alpha=0.7)\n",
" \n",
" # Mark strong signals\n",
" strong_buys = recent_signals[recent_signals['strong_buy']]\n",
" strong_sells = recent_signals[recent_signals['strong_sell']]\n",
" \n",
" if len(strong_buys) > 0:\n",
" ax1.scatter(strong_buys.index, strong_buys['price'], color='green', marker='^', \n",
" s=150, label='Strong Buy', zorder=5, edgecolors='darkgreen', linewidth=2)\n",
" \n",
" if len(strong_sells) > 0:\n",
" ax1.scatter(strong_sells.index, strong_sells['price'], color='red', marker='v', \n",
" s=150, label='Strong Sell', zorder=5, edgecolors='darkred', linewidth=2)\n",
" \n",
" ax1.set_title('BTC/USDT Price with Trading Signals', fontsize=16)\n",
" ax1.set_ylabel('Price (USDT)')\n",
" ax1.legend()\n",
" ax1.grid(True, alpha=0.3)\n",
" \n",
" # Signal strength over time\n",
" colors = ['darkred' if x <= -2 else 'red' if x < 0 else 'gray' if x == 0 else 'green' if x < 2 else 'darkgreen' \n",
" for x in recent_signals['signal_score']]\n",
" \n",
" ax2.bar(recent_signals.index, recent_signals['signal_score'], color=colors, alpha=0.7)\n",
" ax2.axhline(y=0, color='black', linestyle='-', alpha=0.5)\n",
" ax2.axhline(y=2, color='green', linestyle='--', alpha=0.7, label='Strong Bull')\n",
" ax2.axhline(y=-2, color='red', linestyle='--', alpha=0.7, label='Strong Bear')\n",
" \n",
" ax2.set_title('Signal Strength Score', fontsize=14)\n",
" ax2.set_ylabel('Score (-3 to +3)')\n",
" ax2.set_ylim(-3.5, 3.5)\n",
" ax2.legend()\n",
" ax2.grid(True, alpha=0.3)\n",
" \n",
" plt.tight_layout()\n",
" plt.show()\n",
" \n",
" # Show recent strong signals\n",
" all_strong_signals = signals[(signals['strong_buy']) | (signals['strong_sell'])]\n",
" recent_strong = all_strong_signals.tail(5)\n",
" \n",
" if len(recent_strong) > 0:\n",
" print(\"\\nRecent Strong Signals:\")\n",
" print(\"-\" * 25)\n",
" for idx, row in recent_strong.iterrows():\n",
" signal_type = \"STRONG BUY\" if row['strong_buy'] else \"STRONG SELL\"\n",
" print(f\"{idx.strftime('%Y-%m-%d %H:%M')}: {signal_type} at ${row['price']:,.2f}\")\n",
" else:\n",
" print(\"\\nNo recent strong signals found\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 8. Live Data Technical Analysis\n",
"\n",
"This section demonstrates real-time technical analysis using live market data. It fetches current market data and applies all the indicators we've learned about."
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Initializing Live Technical Analysis...\n",
"✓ Exchange connection established\n"
]
}
],
"source": [
"# Live Data Analysis Class\n",
"class LiveTechnicalAnalysis:\n",
" def __init__(self, use_credentials=True):\n",
" self.use_credentials = use_credentials\n",
" self.setup_exchange()\n",
" \n",
" def setup_exchange(self):\n",
" \"\"\"Setup Binance exchange connection\"\"\"\n",
" try:\n",
" config = {\n",
" 'enableRateLimit': True,\n",
" 'timeout': 30000,\n",
" }\n",
" \n",
" if self.use_credentials:\n",
" credentials = get_binance_credentials()\n",
" if credentials:\n",
" config.update(credentials)\n",
" \n",
" self.exchange = ccxt.binance(config)\n",
" print(\"✓ Exchange connection established\")\n",
" \n",
" except Exception as e:\n",
" print(f\"✗ Failed to setup exchange: {e}\")\n",
" self.exchange = None\n",
" \n",
" def get_live_data(self, symbol, timeframe='1h', limit=200):\n",
" \"\"\"Fetch live market data\"\"\"\n",
" if not self.exchange:\n",
" print(\"Exchange not available\")\n",
" return None\n",
" \n",
" try:\n",
" ohlcv = self.exchange.fetch_ohlcv(symbol, timeframe, limit=limit)\n",
" \n",
" df = pd.DataFrame(ohlcv, columns=['timestamp', 'open', 'high', 'low', 'close', 'volume'])\n",
" df['datetime'] = pd.to_datetime(df['timestamp'], unit='ms')\n",
" df.set_index('datetime', inplace=True)\n",
" df.drop('timestamp', axis=1, inplace=True)\n",
" \n",
" # Ensure numeric types\n",
" numeric_cols = ['open', 'high', 'low', 'close', 'volume']\n",
" df[numeric_cols] = df[numeric_cols].apply(pd.to_numeric, errors='coerce')\n",
" df = df.dropna()\n",
" \n",
" return df\n",
" \n",
" except Exception as e:\n",
" print(f\"Error fetching live data: {e}\")\n",
" return None\n",
" \n",
" def calculate_all_indicators(self, data):\n",
" \"\"\"Calculate all technical indicators\"\"\"\n",
" # Moving averages\n",
" data['SMA_20'] = ta.sma(data['close'], length=20)\n",
" data['SMA_50'] = ta.sma(data['close'], length=50)\n",
" data['EMA_12'] = ta.ema(data['close'], length=12)\n",
" data['EMA_26'] = ta.ema(data['close'], length=26)\n",
" \n",
" # RSI\n",
" data['RSI_14'] = ta.rsi(data['close'], length=14)\n",
" \n",
" # MACD\n",
" macd_data = ta.macd(data['close'], fast=12, slow=26, signal=9)\n",
" data['MACD'] = macd_data['MACD_12_26_9']\n",
" data['MACD_signal'] = macd_data['MACDs_12_26_9']\n",
" data['MACD_histogram'] = macd_data['MACDh_12_26_9']\n",
" \n",
" # Bollinger Bands\n",
" bb_data = ta.bbands(data['close'], length=20, std=2)\n",
" data['BB_upper'] = bb_data['BBU_20_2.0']\n",
" data['BB_middle'] = bb_data['BBM_20_2.0']\n",
" data['BB_lower'] = bb_data['BBL_20_2.0']\n",
" data['BB_percent'] = bb_data['BBP_20_2.0']\n",
" \n",
" # Stochastic\n",
" stoch_data = ta.stoch(data['high'], data['low'], data['close'], k=14, d=3)\n",
" data['Stoch_K'] = stoch_data['STOCHk_14_3_3']\n",
" data['Stoch_D'] = stoch_data['STOCHd_14_3_3']\n",
" \n",
" # Volume\n",
" data['Volume_SMA'] = ta.sma(data['volume'], length=20)\n",
" \n",
" return data\n",
" \n",
" def analyze_current_conditions(self, data, symbol):\n",
" \"\"\"Analyze current market conditions\"\"\"\n",
" current = data.iloc[-1]\n",
" \n",
" analysis = {\n",
" 'symbol': symbol,\n",
" 'timestamp': current.name,\n",
" 'price': current['close'],\n",
" 'indicators': {}\n",
" }\n",
" \n",
" # Price vs Moving Averages\n",
" analysis['indicators']['price_vs_sma20'] = 'Above' if current['close'] > current['SMA_20'] else 'Below'\n",
" analysis['indicators']['price_vs_sma50'] = 'Above' if current['close'] > current['SMA_50'] else 'Below'\n",
" analysis['indicators']['trend'] = 'Bullish' if current['SMA_20'] > current['SMA_50'] else 'Bearish'\n",
" \n",
" # RSI\n",
" rsi = current['RSI_14']\n",
" if rsi > 70:\n",
" rsi_status = 'Overbought'\n",
" elif rsi < 30:\n",
" rsi_status = 'Oversold'\n",
" else:\n",
" rsi_status = 'Neutral'\n",
" analysis['indicators']['rsi'] = {'value': rsi, 'status': rsi_status}\n",
" \n",
" # MACD\n",
" macd_signal = 'Bullish' if current['MACD'] > current['MACD_signal'] else 'Bearish'\n",
" analysis['indicators']['macd'] = {\n",
" 'value': current['MACD'],\n",
" 'signal': current['MACD_signal'],\n",
" 'status': macd_signal\n",
" }\n",
" \n",
" # Bollinger Bands\n",
" bb_percent = current['BB_percent']\n",
" if bb_percent > 1:\n",
" bb_status = 'Above upper band'\n",
" elif bb_percent < 0:\n",
" bb_status = 'Below lower band'\n",
" else:\n",
" bb_status = f'Within bands ({bb_percent:.1%})'\n",
" analysis['indicators']['bollinger'] = {'percent_b': bb_percent, 'status': bb_status}\n",
" \n",
" # Stochastic\n",
" stoch_k = current['Stoch_K']\n",
" if stoch_k > 80:\n",
" stoch_status = 'Overbought'\n",
" elif stoch_k < 20:\n",
" stoch_status = 'Oversold'\n",
" else:\n",
" stoch_status = 'Neutral'\n",
" analysis['indicators']['stochastic'] = {'k': stoch_k, 'status': stoch_status}\n",
" \n",
" # Volume\n",
" volume_ratio = current['volume'] / current['Volume_SMA'] if current['Volume_SMA'] > 0 else 0\n",
" volume_status = 'High' if volume_ratio > 1.5 else 'Low' if volume_ratio < 0.5 else 'Normal'\n",
" analysis['indicators']['volume'] = {'ratio': volume_ratio, 'status': volume_status}\n",
" \n",
" return analysis\n",
" \n",
" def generate_live_signals(self, data):\n",
" \"\"\"Generate trading signals from live data\"\"\"\n",
" current = data.iloc[-1]\n",
" \n",
" # Count bullish and bearish signals\n",
" bullish_signals = 0\n",
" bearish_signals = 0\n",
" \n",
" # RSI signals\n",
" if current['RSI_14'] < 30:\n",
" bullish_signals += 1\n",
" elif current['RSI_14'] > 70:\n",
" bearish_signals += 1\n",
" \n",
" # MACD signal\n",
" if current['MACD'] > current['MACD_signal']:\n",
" bullish_signals += 1\n",
" else:\n",
" bearish_signals += 1\n",
" \n",
" # Bollinger Bands\n",
" if current['BB_percent'] < 0:\n",
" bullish_signals += 1\n",
" elif current['BB_percent'] > 1:\n",
" bearish_signals += 1\n",
" \n",
" # Trend\n",
" if current['close'] > current['SMA_20']:\n",
" bullish_signals += 1\n",
" else:\n",
" bearish_signals += 1\n",
" \n",
" # Stochastic\n",
" if current['Stoch_K'] < 20:\n",
" bullish_signals += 1\n",
" elif current['Stoch_K'] > 80:\n",
" bearish_signals += 1\n",
" \n",
" # Overall signal\n",
" signal_strength = bullish_signals - bearish_signals\n",
" \n",
" if signal_strength >= 3:\n",
" overall_signal = 'STRONG BUY'\n",
" elif signal_strength >= 1:\n",
" overall_signal = 'BUY'\n",
" elif signal_strength <= -3:\n",
" overall_signal = 'STRONG SELL'\n",
" elif signal_strength <= -1:\n",
" overall_signal = 'SELL'\n",
" else:\n",
" overall_signal = 'NEUTRAL'\n",
" \n",
" return {\n",
" 'bullish_signals': bullish_signals,\n",
" 'bearish_signals': bearish_signals,\n",
" 'signal_strength': signal_strength,\n",
" 'overall_signal': overall_signal\n",
" }\n",
" \n",
" def run_live_analysis(self, symbols=['BTC/USDT', 'ETH/USDT'], timeframe='1h'):\n",
" \"\"\"Run complete live analysis for multiple symbols\"\"\"\n",
" print(f\"🔴 LIVE TECHNICAL ANALYSIS - {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}\")\n",
" print(\"=\" * 60)\n",
" \n",
" results = {}\n",
" \n",
" for symbol in symbols:\n",
" print(f\"\\n📊 Analyzing {symbol}...\")\n",
" \n",
" # Get live data\n",
" data = self.get_live_data(symbol, timeframe, 200)\n",
" if data is None:\n",
" print(f\"❌ Failed to get data for {symbol}\")\n",
" continue\n",
" \n",
" # Calculate indicators\n",
" data = self.calculate_all_indicators(data)\n",
" \n",
" # Analyze conditions\n",
" analysis = self.analyze_current_conditions(data, symbol)\n",
" \n",
" # Generate signals\n",
" signals = self.generate_live_signals(data)\n",
" \n",
" # Store results\n",
" results[symbol] = {\n",
" 'analysis': analysis,\n",
" 'signals': signals,\n",
" 'data': data\n",
" }\n",
" \n",
" # Print summary\n",
" self.print_symbol_summary(analysis, signals)\n",
" \n",
" return results\n",
" \n",
" def print_symbol_summary(self, analysis, signals):\n",
" \"\"\"Print formatted summary for a symbol\"\"\"\n",
" print(f\"\\n💰 Price: ${analysis['price']:,.2f}\")\n",
" print(f\"⏰ Time: {analysis['timestamp'].strftime('%Y-%m-%d %H:%M')}\")\n",
" \n",
" print(f\"\\n📈 Trend Analysis:\")\n",
" print(f\" • Price vs SMA20: {analysis['indicators']['price_vs_sma20']}\")\n",
" print(f\" • Price vs SMA50: {analysis['indicators']['price_vs_sma50']}\")\n",
" print(f\" • Overall Trend: {analysis['indicators']['trend']}\")\n",
" \n",
" print(f\"\\n🎯 Key Indicators:\")\n",
" print(f\" • RSI(14): {analysis['indicators']['rsi']['value']:.1f} ({analysis['indicators']['rsi']['status']})\")\n",
" print(f\" • MACD: {analysis['indicators']['macd']['status']}\")\n",
" print(f\" • Bollinger: {analysis['indicators']['bollinger']['status']}\")\n",
" print(f\" • Stochastic: {analysis['indicators']['stochastic']['k']:.1f} ({analysis['indicators']['stochastic']['status']})\")\n",
" print(f\" • Volume: {analysis['indicators']['volume']['status']} ({analysis['indicators']['volume']['ratio']:.1f}x avg)\")\n",
" \n",
" # Signal summary with emoji\n",
" signal_emoji = {\n",
" 'STRONG BUY': '🟢🟢',\n",
" 'BUY': '🟢',\n",
" 'NEUTRAL': '⚪',\n",
" 'SELL': '🔴',\n",
" 'STRONG SELL': '🔴🔴'\n",
" }\n",
" \n",
" emoji = signal_emoji.get(signals['overall_signal'], '⚪')\n",
" print(f\"\\n{emoji} SIGNAL: {signals['overall_signal']}\")\n",
" print(f\" • Bullish signals: {signals['bullish_signals']}\")\n",
" print(f\" • Bearish signals: {signals['bearish_signals']}\")\n",
" print(f\" • Net strength: {signals['signal_strength']:+d}\")\n",
" print(\"-\" * 40)\n",
"\n",
"\n",
"# Initialize live analysis\n",
"print(\"Initializing Live Technical Analysis...\")\n",
"live_analyzer = LiveTechnicalAnalysis(use_credentials=True)"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"🔴 LIVE TECHNICAL ANALYSIS - 2025-06-18 20:07:00\n",
"============================================================\n",
"\n",
"📊 Analyzing BTC/USDT...\n",
"\n",
"💰 Price: $104,228.00\n",
"⏰ Time: 2025-06-18 18:00\n",
"\n",
"📈 Trend Analysis:\n",
" • Price vs SMA20: Below\n",
" • Price vs SMA50: Below\n",
" • Overall Trend: Bearish\n",
"\n",
"🎯 Key Indicators:\n",
" • RSI(14): 40.0 (Neutral)\n",
" • MACD: Bullish\n",
" • Bollinger: Within bands (11.0%)\n",
" • Stochastic: 34.7 (Neutral)\n",
" • Volume: Low (0.4x avg)\n",
"\n",
"⚪ SIGNAL: NEUTRAL\n",
" • Bullish signals: 1\n",
" • Bearish signals: 1\n",
" • Net strength: +0\n",
"----------------------------------------\n",
"\n",
"📊 Analyzing ETH/USDT...\n",
"\n",
"💰 Price: $2,489.79\n",
"⏰ Time: 2025-06-18 18:00\n",
"\n",
"📈 Trend Analysis:\n",
" • Price vs SMA20: Below\n",
" • Price vs SMA50: Below\n",
" • Overall Trend: Bearish\n",
"\n",
"🎯 Key Indicators:\n",
" • RSI(14): 40.3 (Neutral)\n",
" • MACD: Bearish\n",
" • Bollinger: Within bands (8.6%)\n",
" • Stochastic: 36.0 (Neutral)\n",
" • Volume: Normal (0.7x avg)\n",
"\n",
"🔴 SIGNAL: SELL\n",
" • Bullish signals: 0\n",
" • Bearish signals: 2\n",
" • Net strength: -2\n",
"----------------------------------------\n",
"\n",
"📊 Analyzing BNB/USDT...\n",
"\n",
"💰 Price: $640.89\n",
"⏰ Time: 2025-06-18 18:00\n",
"\n",
"📈 Trend Analysis:\n",
" • Price vs SMA20: Below\n",
" • Price vs SMA50: Below\n",
" • Overall Trend: Bearish\n",
"\n",
"🎯 Key Indicators:\n",
" • RSI(14): 36.3 (Neutral)\n",
" • MACD: Bearish\n",
" • Bollinger: Within bands (16.8%)\n",
" • Stochastic: 24.0 (Neutral)\n",
" • Volume: Low (0.4x avg)\n",
"\n",
"🔴 SIGNAL: SELL\n",
" • Bullish signals: 0\n",
" • Bearish signals: 2\n",
" • Net strength: -2\n",
"----------------------------------------\n",
"\n",
"============================================================\n",
"📋 OVERALL MARKET SUMMARY\n",
"============================================================\n",
"⚪ BTC/USDT: $104,228.00 - NEUTRAL (+0)\n",
"🔴 ETH/USDT: $2,489.79 - SELL (-2)\n",
"🔴 BNB/USDT: $640.89 - SELL (-2)\n",
"\n",
"📊 Average Signal Strength: -1.3\n",
"📉 Market Sentiment: BEARISH\n"
]
}
],
"source": [
"# Run live analysis for multiple symbols\n",
"if live_analyzer.exchange:\n",
" # Analyze popular crypto pairs\n",
" symbols_to_analyze = ['BTC/USDT', 'ETH/USDT', 'BNB/USDT']\n",
" \n",
" try:\n",
" results = live_analyzer.run_live_analysis(symbols_to_analyze, timeframe='1h')\n",
" \n",
" # Summary of all signals\n",
" if results:\n",
" print(\"\\n\" + \"=\" * 60)\n",
" print(\"📋 OVERALL MARKET SUMMARY\")\n",
" print(\"=\" * 60)\n",
" \n",
" for symbol, data in results.items():\n",
" signal = data['signals']['overall_signal']\n",
" price = data['analysis']['price']\n",
" strength = data['signals']['signal_strength']\n",
" \n",
" signal_emoji = {\n",
" 'STRONG BUY': '🟢🟢',\n",
" 'BUY': '🟢',\n",
" 'NEUTRAL': '⚪',\n",
" 'SELL': '🔴',\n",
" 'STRONG SELL': '🔴🔴'\n",
" }.get(signal, '⚪')\n",
" \n",
" print(f\"{signal_emoji} {symbol}: ${price:,.2f} - {signal} ({strength:+d})\")\n",
" \n",
" # Market sentiment\n",
" all_strengths = [data['signals']['signal_strength'] for data in results.values()]\n",
" avg_strength = sum(all_strengths) / len(all_strengths)\n",
" \n",
" print(f\"\\n📊 Average Signal Strength: {avg_strength:+.1f}\")\n",
" \n",
" if avg_strength >= 2:\n",
" print(\"🔥 Market Sentiment: STRONGLY BULLISH\")\n",
" elif avg_strength >= 0.5:\n",
" print(\"📈 Market Sentiment: BULLISH\")\n",
" elif avg_strength <= -2:\n",
" print(\"❄️ Market Sentiment: STRONGLY BEARISH\")\n",
" elif avg_strength <= -0.5:\n",
" print(\"📉 Market Sentiment: BEARISH\")\n",
" else:\n",
" print(\"😐 Market Sentiment: NEUTRAL\")\n",
" \n",
" except Exception as e:\n",
" print(f\"Error in live analysis: {e}\")\n",
" print(\"This might be due to API rate limits or connection issues.\")\n",
" print(\"Try running the analysis again in a few moments.\")\n",
"\n",
"else:\n",
" print(\"❌ Live analysis not available - exchange connection failed\")\n",
" print(\"Please check your internet connection and API credentials.\")"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
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{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"==================================================\n",
"🚀 QUICK ANALYSIS EXAMPLES\n",
"==================================================\n",
"⚡ Quick Analysis: BTC/USDT\n",
"==============================\n",
"💰 Current Price: $104,081.82\n",
"📊 RSI(14): 38.3\n",
"📈 MACD: Bearish\n",
"🎯 Price vs SMA20: Below\n",
"\n",
"🔴 Signal: SELL\n",
"\n",
"⚡ Quick Analysis: ETH/USDT\n",
"==============================\n",
"💰 Current Price: $2,487.92\n",
"📊 RSI(14): 39.9\n",
"📈 MACD: Bearish\n",
"🎯 Price vs SMA20: Below\n",
"\n",
"🔴 Signal: SELL\n",
"\n",
"💡 Tip: Run quick_analysis('YOUR_SYMBOL/USDT') for any trading pair!\n"
]
}
],
"source": [
"# Quick live analysis function for single symbol\n",
"def quick_analysis(symbol='BTC/USDT', timeframe='1h'):\n",
" \"\"\"\n",
" Quick analysis function for instant insights\n",
" \"\"\"\n",
" if not live_analyzer.exchange:\n",
" print(\"Exchange not available\")\n",
" return\n",
" \n",
" print(f\"⚡ Quick Analysis: {symbol}\")\n",
" print(\"=\" * 30)\n",
" \n",
" try:\n",
" # Get current data\n",
" data = live_analyzer.get_live_data(symbol, timeframe, 100)\n",
" if data is None:\n",
" print(\"Failed to get data\")\n",
" return\n",
" \n",
" # Calculate key indicators\n",
" data = live_analyzer.calculate_all_indicators(data)\n",
" current = data.iloc[-1]\n",
" \n",
" # Display key metrics\n",
" print(f\"💰 Current Price: ${current['close']:,.2f}\")\n",
" print(f\"📊 RSI(14): {current['RSI_14']:.1f}\")\n",
" print(f\"📈 MACD: {'Bullish' if current['MACD'] > current['MACD_signal'] else 'Bearish'}\")\n",
" print(f\"🎯 Price vs SMA20: {'Above' if current['close'] > current['SMA_20'] else 'Below'}\")\n",
" \n",
" # Quick signal\n",
" signals = live_analyzer.generate_live_signals(data)\n",
" signal_color = {\n",
" 'STRONG BUY': '🟢🟢',\n",
" 'BUY': '🟢',\n",
" 'NEUTRAL': '⚪',\n",
" 'SELL': '🔴',\n",
" 'STRONG SELL': '🔴🔴'\n",
" }.get(signals['overall_signal'], '⚪')\n",
" \n",
" print(f\"\\n{signal_color} Signal: {signals['overall_signal']}\")\n",
" \n",
" except Exception as e:\n",
" print(f\"Error: {e}\")\n",
"\n",
"# Run quick analysis\n",
"print(\"\\n\" + \"=\" * 50)\n",
"print(\"🚀 QUICK ANALYSIS EXAMPLES\")\n",
"print(\"=\" * 50)\n",
"\n",
"# Analyze BTC\n",
"quick_analysis('BTC/USDT')\n",
"\n",
"print() # spacing\n",
"\n",
"# Analyze ETH\n",
"quick_analysis('ETH/USDT')\n",
"\n",
"print(\"\\n💡 Tip: Run quick_analysis('YOUR_SYMBOL/USDT') for any trading pair!\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Summary\n",
"\n",
"### What You've Learned:\n",
"\n",
"**Core Technical Indicators:**\n",
"- **Moving Averages**: SMA, EMA for trend identification\n",
"- **RSI**: Momentum oscillator for overbought/oversold conditions \n",
"- **MACD**: Trend-following momentum indicator\n",
"- **Bollinger Bands**: Volatility and mean reversion signals\n",
"- **Additional Indicators**: Stochastic, ATR, Volume analysis\n",
"\n",
"**Advanced Techniques:**\n",
"- **Signal Generation**: Combining multiple indicators for stronger signals\n",
"- **Live Data Analysis**: Real-time market analysis with current data\n",
"- **Market Sentiment**: Analyzing overall market conditions\n",
"\n",
"### Key Takeaways:\n",
"\n",
"1. **No Single Indicator is Perfect**: Always use combinations for better accuracy\n",
"2. **Context Matters**: Consider overall trend when interpreting signals\n",
"3. **Volume Confirmation**: Volume adds important context to price movements\n",
"4. **Live Analysis**: Real-time data provides the most current market insights\n",
"5. **Risk Management**: Technical analysis is a tool, not a guarantee\n",
"\n",
"### Live Analysis Features:\n",
"\n",
"- **Real-time Data**: Fetches current market data from Binance\n",
"- **Multiple Timeframes**: Analyze on different time horizons\n",
"- **Signal Scoring**: Quantitative approach to signal strength\n",
"- **Market Sentiment**: Overall market condition assessment\n",
"- **Quick Analysis**: Instant insights for any trading pair\n",
"\n",
"### Next Steps:\n",
"\n",
"1. **Practice**: Use the live analysis tools with different symbols\n",
"2. **Backtesting**: Test these signals on historical data\n",
"3. **Paper Trading**: Practice with virtual money before real trading\n",
"4. **Risk Management**: Always use stop-losses and position sizing\n",
"5. **Continuous Learning**: Stay updated with market conditions and new indicators\n",
"\n",
"### Remember:\n",
"- Technical analysis is **probabilistic**, not predictive\n",
"- Always consider **fundamental analysis** alongside technical signals\n",
"- **Risk management** is more important than being right\n",
"- **Market conditions** can change rapidly - stay flexible\n",
"\n",
"**Happy Trading! 📈🚀**"
]
}
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