---
license: odc-by
task_categories:
- text-generation
dataset_info:
- config_name: default
  features:
  - name: text
    dtype: string
  - name: label
    dtype: string
  - name: score
    dtype: float64
  - name: sha256
    dtype: string
  - name: word_count
    dtype: int64
  splits:
  - name: train
    num_bytes: 3384868097
    num_examples: 9978
  - name: validation
    num_bytes: 195405579
    num_examples: 574
  - name: test
    num_bytes: 189439446
    num_examples: 565
  download_size: 2317462261
  dataset_size: 3769713122
- config_name: raw
  features:
  - name: text
    dtype: string
  - name: label
    dtype: string
  - name: score
    dtype: float64
  - name: sha256
    dtype: string
  - name: word_count
    dtype: int64
  splits:
  - name: train
    num_bytes: 3444846235
    num_examples: 9978
  - name: validation
    num_bytes: 198350533
    num_examples: 574
  - name: test
    num_bytes: 193610734
    num_examples: 565
  download_size: 2332500435
  dataset_size: 3836807502
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: validation
    path: data/validation-*
  - split: test
    path: data/test-*
- config_name: raw
  data_files:
  - split: train
    path: raw/train-*
  - split: validation
    path: raw/validation-*
  - split: test
    path: raw/test-*
---

# gutenberg - clean


```yml
dataset_info:
- config_name: default
  features:
  - name: text
    dtype: string
  - name: label
    dtype: string
  - name: score
    dtype: float64
  - name: sha256
    dtype: string
  - name: word_count
    dtype: int64
  splits:
  - name: train
    num_bytes: 3384868097
    num_examples: 9978
  - name: validation
    num_bytes: 195405579
    num_examples: 574
  - name: test
    num_bytes: 189439446
    num_examples: 565
  download_size: 2317462261
  dataset_size: 3769713122
```



## 'raw' config


some examples will look like:


```
{'label': 'clean',
 'score': 0.6050848364830017,
 'sha256': '02da96e0ca0beae1a3bd8919f04a775849393d730a307b451a8a82a9c012e086',
 'word_count': 81683}
Hutchinson and PG Distributed Proofreaders











ATLANTIC MONTHLY.

A MAGAZINE OF LITERATURE, ART, AND POLITICS.



VOL. V.--JUNE, 1860. NO. XXXII.




THE FUTURE OF AMERICAN RAILWAYS.


The condition of our railways, and their financial prospects, should
interest all of us. It has become a common remark, that railways have
benefited everybody but their projectors. There is a strong doubt in the
minds of many intelligent persons, whether _any_ railways have actually
paid a return on the capital invested in them. It is believed that one of
two results inevitably takes place: in the one case, there is not business
enough to earn a dividend; in the other, although the apparent net earnings
are large enough to pay from six to eight per cent. on the cost, yet in a
few years it is discovered that the machine has been wearing itself out so
fast that the cost of renewal has absorbed more than the earnings, and the
deficiency has been made up by creating new capital or running in debt, to
```