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Datasets
========
The library currently hosts 14 datasets spanning 8 domains. Those datasets were collected from various time series imputation works in recent years. The datasets are stored in ``./imputegap/datasets`` and are represented using a ``numpy.ndarray`` structure.
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.. note::
The datasets follow this format:
- Columns are the series/features, separator: empty space
- Rows are the timestamps' values, separator: newline
- Missing values are marked as NaNs
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**Weather**
- `climate `_
- `meteo `_
- `temperature `_
**Air Quality**
- `airq `_
- `drift `_
**Water Quality**
- `bafu `_
- `chlorine `_
**Neuroscience**
- `eeg-alcohol `_
**IoT Sensing**
- `motion `_
- `traffic `_
**Sports**
- `soccer `_
- `sport-activity `_
**Energy**
- `electricity `_
**Finance**
- `stock-exchange `_