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Indicators (Overview)
Syed Ibrahim Omer edited this page Apr 13, 2026
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1 revision
The CLI enriches OHLCV data with the indicators below. All indicators are computed from the close price unless otherwise noted.
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)
- 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.
Related pages:
- Getting Started
- CLI Reference
- Configuration & Templates
- Indicators (Overview)
- Output Formats
- Advanced Usage
- Troubleshooting
- Pipeline
- CLI Parsing
- Data Source (Yahoo Finance)
- Source Data Deep Dive
- Schema Normalization
- Data Shape Invariants
- Output Writing
- Write Output Deep Dive
- Config Resolution
- Polars Engine
- Source Modules
- Testing
- Performance
- Indicators Engine
- Reproducibility