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+ ---
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+ license: mit
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+ task_categories:
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+ - tabular-classification
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+ - time-series-forecasting
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+ language:
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+ - tr
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+ tags:
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+ - finance
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+ - bist
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+ - turkish-stocks
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+ - trading
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+ - time-series
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+ size_categories:
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+ - 10K<n<100K
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+ ---
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+
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+ # bist_historical
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+
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+ BIST 30 historical stock data with technical indicators
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+
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+ ## Dataset Details
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+
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+ - **Format:** parquet
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+ - **Size:** ~50MB compressed
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+ - **Language:** Turkish (labels), Numeric (data)
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+ - **License:** MIT
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+ - **Created:** 2025-08-27
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+
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+ ## Dataset Structure
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+
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+ ### BIST Historical Data
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+ - **Symbols:** BIST 30 index stocks
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+ - **Timeframes:** 1m, 5m, 15m, 60m, 1d
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+ - **Features:** OHLCV + 131 technical indicators
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+ - **Date Range:** 2019-2024
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+
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+ ### Technical Indicators
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+ - **Trend:** SMA, EMA, MACD, Bollinger Bands
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+ - **Momentum:** RSI, Stochastic, Williams %R
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+ - **Volume:** OBV, A/D Line, Volume Profile
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+ - **Volatility:** ATR, VIX-like indicators
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+
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+ ### News Sentiment
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+ - **Sources:** Major Turkish financial news sites
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+ - **Processing:** VADER + Turkish FinBERT
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+ - **Frequency:** Daily sentiment scores
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+ - **Credibility:** Source reliability weighting
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+
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+ ## Usage
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+
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+ ```python
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+ import pandas as pd
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+
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+ # Load BIST historical data
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+ df = pd.read_parquet('bist_historical.parquet')
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+
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+ # Load sentiment data
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+ sentiment_df = pd.read_json('turkish_financial_news.json')
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+ ```
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+
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+ ## Citation
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+
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+ ```bibtex
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+ @misc{bist_dataset_2024,
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+ title={BIST Turkish Stock Market Dataset with Technical Indicators},
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+ author={RSMCTN},
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+ year={2024},
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+ url={https://github.com/RSMCTN/BIST_AI001}
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+ }
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+ ```