README.md

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# Amazon Polarity 10pct

This is a direct subset of the original [Amazon Polarity](https://huggingface.co/datasets/amazon_polarity) dataset, downsampled 10pct with a random shuffle

### Dataset Summary

For quicker testing on Amazon Polarity. See https://huggingface.co/datasets/amazon_polarity for details and attributions


### Source Data
```python
from datasets import load_dataset, Dataset, DatasetDict

ds_full = load_dataset("amazon_polarity", streaming=True)
ds_train_10_pct = Dataset.from_list(list(ds_full["train"].shuffle(seed=42).take(360_000)))
ds_test_10_pct = Dataset.from_list(list(ds_full["test"].shuffle(seed=42).take(40_000)))

ds_10_pct = DatasetDict({"train": ds_train_10_pct, "test": ds_test_10_pct})
```