OHLC Chart

# === IMPORTS ===
import pandas as pd
import numpy as np
import mplfinance as mpf
from datetime import datetime, timedelta

# === USER-EDITABLE PARAMETERS ===
title = "OHLC Chart - 30 Day Stock Price Movement"

# === EXAMPLE DATASET ===
np.random.seed(42)

# Generate 30 days of OHLC data
n_days = 30
dates = pd.date_range(end=datetime.today(), periods=n_days, freq='B')

# Random walk for price
price = 100 + np.cumsum(np.random.randn(n_days) * 2)

# Generate OHLC from price
opens = price + np.random.randn(n_days) * 0.5
closes = price + np.random.randn(n_days) * 0.5
highs = np.maximum(opens, closes) + np.abs(np.random.randn(n_days) * 1.5)
lows = np.minimum(opens, closes) - np.abs(np.random.randn(n_days) * 1.5)

# Volume
volume = np.random.randint(500000, 2000000, n_days)

df = pd.DataFrame({
    'Open': opens,
    'High': highs,
    'Low': lows,
    'Close': closes,
    'Volume': volume
}, index=dates)

# Print summary
print("=== OHLC Chart Data Summary ===")
print(f"\nPeriod: {df.index[0].strftime('%Y-%m-%d')} to {df.index[-1].strftime('%Y-%m-%d')}")
print(f"Trading Days: {n_days}")
print(f"\nPrice Statistics:")
print(f"  Open Range: ${df['Open'].min():.2f} - ${df['Open'].max():.2f}")
print(f"  Close Range: ${df['Close'].min():.2f} - ${df['Close'].max():.2f}")
print(f"  High: ${df['High'].max():.2f}")
print(f"  Low: ${df['Low'].min():.2f}")
print(f"\nUp Days: {len(df[df['Close'] > df['Open']])}")
print(f"Down Days: {len(df[df['Close'] < df['Open']])}")
print(f"Average Volume: {df['Volume'].mean():,.0f}")

# === CREATE OHLC CHART ===
# Custom style
mc = mpf.make_marketcolors(
    up='#2ecc71',      # Green for up days
    down='#e74c3c',    # Red for down days
    edge='inherit',
    wick='inherit',
    volume='in'
)

style = mpf.make_mpf_style(
    marketcolors=mc,
    gridstyle=':',
    gridcolor='gray'
)

# Plot OHLC chart with volume
mpf.plot(
    df,
    type='ohlc',
    style=style,
    title=title,
    ylabel='Price ($)',
    volume=True,
    figsize=(14, 8),
    mav=(10, 20)  # Add moving averages
)
# END-OF-CODE

Period: 2025-12-19 to 2026-01-28
Starting Price: $149.85
Ending Price: $151.32
Price Change: +0.98%
Highest Price: $156.44
Lowest Price: $144.27