rsmctn/bist-dp-lstm-trading-turkish_financial_news

turkish_financial_news

Turkish financial news corpus with sentiment labels

Dataset Details

• Format: json
• Size: ~50MB compressed
• Language: Turkish (labels), Numeric (data)
• License: MIT
• Created: 2025-08-27

Dataset Structure

BIST Historical Data

• Symbols: BIST 30 index stocks
• Timeframes: 1m, 5m, 15m, 60m, 1d
• Features: OHLCV + 131 technical indicators
• Date Range: 2019-2024

Technical Indicators

• Trend: SMA, EMA, MACD, Bollinger Bands
• Momentum: RSI, Stochastic, Williams %R
• Volume: OBV, A/D Line, Volume Profile
• Volatility: ATR, VIX-like indicators

News Sentiment

• Sources: Major Turkish financial news sites
• Processing: VADER + Turkish FinBERT
• Frequency: Daily sentiment scores
• Credibility: Source reliability weighting

Usage

import pandas as pd

# Load BIST historical data
df = pd.read_parquet('bist_historical.parquet')

# Load sentiment data  
sentiment_df = pd.read_json('turkish_financial_news.json')

Citation

@misc{bist_dataset_2024,
  title={BIST Turkish Stock Market Dataset with Technical Indicators},
  author={RSMCTN},
  year={2024},
  url={https://github.com/RSMCTN/BIST_AI001}
}