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Indicators (Overview)

Syed Ibrahim Omer edited this page Apr 13, 2026 · 1 revision

Indicators (Overview)

The CLI enriches OHLCV data with the indicators below. All indicators are computed from the close price unless otherwise noted.

Output columns

Typical base columns (lowercased by the tool): date, open, high, low, close, volume, dividends, stock splits.

Indicator columns added:

  • SMA: sma
  • EMA: ema
  • MACD: macd, signal_line, macd_hist
  • RSI: rsi
  • Bollinger Bands: bb_lower, bb_upper
  • ATR: ATR (note the current column name is uppercase)
  • OBV: obv
  • ROC: roc
  • Stochastic: K, D (note the current column names are uppercase)

Naming conventions (current state)

  • Most indicator columns are lowercase (e.g. rsi, macd).
  • A few columns are uppercase due to current implementation details:
    • ATR
    • K, D

If you build downstream pipelines, treat these as the canonical names unless/until the implementation changes.

Reference pages

Related pages:

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