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**Note**: **Only** the command ``pip install .`` **can** overwrite the stable version installed by ``pip install pyqlib``, while the command ``python setup.py install`` **can't**.
**Tips**: If you fail to install `Qlib` or run the examples in your environment, comparing your steps and the [CI workflow](.github/workflows/test.yml) may help you find the problem.
## Data Preparation
Load and prepare data by running the following code:
```bash