Datasets:

rsmctn
/

bist-dp-lstm-trading-bist_historical

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bist_historical

BIST 30 historical stock data with technical indicators

Dataset Details

Format: parquet
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}
}