|
--- |
|
license: odc-by |
|
task_categories: |
|
- text-generation |
|
dataset_info: |
|
- config_name: all |
|
features: |
|
- name: section |
|
dtype: string |
|
- name: filename |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
- name: lang |
|
dtype: string |
|
splits: |
|
- name: test |
|
num_bytes: 193159922 |
|
num_examples: 4334 |
|
- name: validation |
|
num_bytes: 212095720 |
|
num_examples: 4328 |
|
- name: train |
|
num_bytes: 7445907253 |
|
num_examples: 159185 |
|
download_size: 2899594863 |
|
dataset_size: 7851162895 |
|
- config_name: all-filtered |
|
features: |
|
- name: filename |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
- name: flesch_reading_ease |
|
dtype: float64 |
|
splits: |
|
- name: test |
|
num_bytes: 157823888.30671677 |
|
num_examples: 3549 |
|
- name: validation |
|
num_bytes: 173010266.388928 |
|
num_examples: 3541 |
|
- name: train |
|
num_bytes: 6018286403.457957 |
|
num_examples: 129653 |
|
download_size: 2428198753 |
|
dataset_size: 6349120558.153602 |
|
- config_name: doc |
|
features: |
|
- name: section |
|
dtype: string |
|
- name: filename |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 3241200340.5694714 |
|
num_examples: 62821 |
|
- name: validation |
|
num_bytes: 85285241.60649045 |
|
num_examples: 1653 |
|
- name: test |
|
num_bytes: 85336835.82403822 |
|
num_examples: 1654 |
|
download_size: 1309641319 |
|
dataset_size: 3411822418.0 |
|
- config_name: docx |
|
features: |
|
- name: section |
|
dtype: string |
|
- name: filename |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 4605598.853503184 |
|
num_examples: 141 |
|
- name: validation |
|
num_bytes: 261310.57324840763 |
|
num_examples: 8 |
|
- name: test |
|
num_bytes: 261310.57324840763 |
|
num_examples: 8 |
|
download_size: 1788590 |
|
dataset_size: 5128220 |
|
- config_name: logs |
|
features: |
|
- name: section |
|
dtype: string |
|
- name: filename |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 2350324475.916881 |
|
num_examples: 9223 |
|
- name: validation |
|
num_bytes: 61924411.541559376 |
|
num_examples: 243 |
|
- name: test |
|
num_bytes: 61924411.541559376 |
|
num_examples: 243 |
|
download_size: 718096901 |
|
dataset_size: 2474173298.9999995 |
|
- config_name: ppt |
|
features: |
|
- name: section |
|
dtype: string |
|
- name: filename |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
splits: |
|
- name: validation |
|
num_bytes: 11813294 |
|
num_examples: 1230 |
|
- name: train |
|
num_bytes: 426593595 |
|
num_examples: 43706 |
|
- name: test |
|
num_bytes: 12242562 |
|
num_examples: 1232 |
|
download_size: 232304159 |
|
dataset_size: 450649451 |
|
- config_name: pptx |
|
features: |
|
- name: section |
|
dtype: string |
|
- name: filename |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 9517778 |
|
num_examples: 963 |
|
- name: validation |
|
num_bytes: 513930 |
|
num_examples: 53 |
|
- name: test |
|
num_bytes: 436852 |
|
num_examples: 54 |
|
download_size: 5314310 |
|
dataset_size: 10468560 |
|
- config_name: rtf |
|
features: |
|
- name: section |
|
dtype: string |
|
- name: filename |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 61558658.13180516 |
|
num_examples: 942 |
|
- name: validation |
|
num_bytes: 3398142.4871060173 |
|
num_examples: 52 |
|
- name: test |
|
num_bytes: 3463491.3810888254 |
|
num_examples: 53 |
|
download_size: 22547280 |
|
dataset_size: 68420292 |
|
- config_name: txt |
|
features: |
|
- name: section |
|
dtype: string |
|
- name: filename |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 1358006724.1432111 |
|
num_examples: 41393 |
|
- name: validation |
|
num_bytes: 35727522.10740843 |
|
num_examples: 1089 |
|
- name: test |
|
num_bytes: 35760329.749380335 |
|
num_examples: 1090 |
|
download_size: 608912009 |
|
dataset_size: 1429494576 |
|
configs: |
|
- config_name: all |
|
data_files: |
|
- split: test |
|
path: all/test-* |
|
- split: validation |
|
path: all/validation-* |
|
- split: train |
|
path: all/train-* |
|
- config_name: all-filtered |
|
data_files: |
|
- split: test |
|
path: all-filtered/test-* |
|
- split: validation |
|
path: all-filtered/validation-* |
|
- split: train |
|
path: all-filtered/train-* |
|
- config_name: doc |
|
data_files: |
|
- split: train |
|
path: doc/train-* |
|
- split: validation |
|
path: doc/validation-* |
|
- split: test |
|
path: doc/test-* |
|
- config_name: docx |
|
data_files: |
|
- split: train |
|
path: docx/train-* |
|
- split: validation |
|
path: docx/validation-* |
|
- split: test |
|
path: docx/test-* |
|
- config_name: logs |
|
data_files: |
|
- split: train |
|
path: logs/train-* |
|
- split: validation |
|
path: logs/validation-* |
|
- split: test |
|
path: logs/test-* |
|
- config_name: ppt |
|
data_files: |
|
- split: validation |
|
path: ppt/validation-* |
|
- split: train |
|
path: ppt/train-* |
|
- split: test |
|
path: ppt/test-* |
|
- config_name: pptx |
|
data_files: |
|
- split: train |
|
path: pptx/train-* |
|
- split: validation |
|
path: pptx/validation-* |
|
- split: test |
|
path: pptx/test-* |
|
- config_name: rtf |
|
data_files: |
|
- split: train |
|
path: rtf/train-* |
|
- split: validation |
|
path: rtf/validation-* |
|
- split: test |
|
path: rtf/test-* |
|
- config_name: txt |
|
data_files: |
|
- split: train |
|
path: txt/train-* |
|
- split: validation |
|
path: txt/validation-* |
|
- split: test |
|
path: txt/test-* |
|
--- |
|
|
|
# govdocs1 Dataset: By File Extension |
|
|
|
Markdown-parsed versions of documents in [govdocs1](https://digitalcorpora.org/corpora/file-corpora/files/) with light filtering. |
|
|
|
## Usage |
|
|
|
Load specific file formats (e.g., `.doc` files) parsed to markdown with `pandoc`: |
|
|
|
```python |
|
from datasets import load_dataset |
|
|
|
# Replace "doc" with desired config name |
|
dataset = load_dataset("BEE-spoke-data/govdocs1-by-extension", "doc") |
|
``` |
|
|
|
## Configurations |
|
|
|
This dataset includes multiple configurations, each corresponding to a different file extension: |
|
|
|
- `doc` |
|
- `docx` |
|
- `logs` |
|
- `ppt` |
|
- `pptx` |
|
- `rtf` |
|
- `txt` |
|
|
|
Each configuration contains `train`, `validation`, and `test` splits. |
|
|
|
## Dataset Details |
|
|
|
- **Download Size**: Varies by configuration |
|
- **Dataset Size**: Varies by configuration |
|
- **Splits**: Train, Validation, Test |
|
- **Features**: Section, Filename, Text |
|
|
|
### counts |
|
|
|
Here's a summary of the number of examples for each configuration in the dataset (thus far): |
|
|
|
1. **DOC Configuration** |
|
- Train Examples: 38,094 |
|
- Validation Examples: 1,002 |
|
- Test Examples: 1,003 |
|
|
|
2. **DOCX Configuration** |
|
- Train Examples: 141 |
|
- Validation Examples: 8 |
|
- Test Examples: 8 |
|
|
|
3. **Logs Configuration** |
|
- Train Examples: 9,223 |
|
- Validation Examples: 243 |
|
- Test Examples: 243 |
|
|
|
4. **PPT Configuration** |
|
- Train Examples: 13,865 |
|
- Validation Examples: 365 |
|
- Test Examples: 365 |
|
|
|
5. **PPTX Configuration** |
|
- Train Examples: 963 |
|
- Validation Examples: 53 |
|
- Test Examples: 54 |
|
|
|
6. **RTF Configuration** |
|
- Train Examples: 942 |
|
- Validation Examples: 52 |
|
- Test Examples: 53 |
|
|
|
7. **TXT Configuration** |
|
- Train Examples: 41,393 |
|
- Validation Examples: 1,089 |
|
- Test Examples: 1,090 |
|
|
|
|
|
|
|
## Citation |
|
|
|
```bib |
|
@inproceedings{garfinkel2009bringing, |
|
title={Bringing Science to Digital Forensics with Standardized Forensic Corpora}, |
|
author={Garfinkel, Simson and others}, |
|
booktitle={Digital Forensic Research Workshop (DFRWS) 2009}, |
|
year={2009}, |
|
address={Montreal, Canada}, |
|
url={https://digitalcorpora.org/corpora/file-corpora/files/} |
|
} |
|
``` |
|
|
|
For more detailed information on each configuration, refer to the dataset documentation. |
|
|
|
|
