Datasets:
File size: 4,039 Bytes
1d1422b c1037c7 1d1422b c1037c7 bf20dd2 c1037c7 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 |
---
license:
- apache-2.0
annotations_creators:
- no-annotation
language_creators:
- found
language:
- kk
multilinguality:
- monolingual
source_datasets:
- original
task_categories:
- text-generation
- fill-mask
pretty_name: MKD | Multi-Domain Kazakh Dataset
---
# Dataset Description
**Point of Contact:** [Sanzhar Murzakhmetov](mailto:[email protected]), [Besultan Sagyndyk](mailto:[email protected])
### Dataset Summary
MKD | Multi-Domain Kazakh Dataset is a Kazakh-language dataset containing just over 21 911 503 unique texts from multiple domains.
### Supported Tasks
- 'MLM/CLM': can be used to train a model for casual and masked languange modeling
### Languages
The kk code for Kazakh as generally spoken in the Kazakhstan
### Data Instances
For each instance, there is a string for the text and a string for the id.
```python
{'id': '0054d6d30dbcad772e20b22771153a2a9cbeaf62',
'text': '«Челсидің» бапкері Жозе Моуриньо қызметінен кетті Лондондықтар Жозе Муриньюмен қош айтысты. Себеп көп. Англия чемпиондары маусымды өте сүреңсіз бастады. Ұпайды оңды солды шашқан ақсүйектер турнир кестесінің төменгі сатысында қалып қойды.'
```
### Data Fields
- `id`: a string which is hexidecimal hash for text in split
- `text`: a string containing the content body
### Data Splits
The Multi-Domain Kazakh dataset has 5 splits: _cc100-monolingual-crawled-data_, _kazakhBooks_, _leipzig_, _oscar_ and _kazakhNews_. Below are the statistics of the dataset:
| Dataset Split | Domain | Number of texts in Split | Number of tokens in Split | Number of unique tokens in Split | Median number of tokens in text |
| -------------------------------|----------------------|------------------------------| --------------------------|----------------------------------|---------------------------------|
| cc100-monolingual-crawled-data | Wikipedia articles | 19 569 201 | 440 737 547 | 6 071 847 | 12 |
| kazakhBooks | Books | 4 481 | 179 627 716 | 4 649 820 | 38 443 |
| leipzig | Articles/News | 1 734 397 | 27 013 206 | 1 115 876 | 14 |
| oscar | CommonCrawl | 269 965 | 229 713 848 | 3 781 885 | 427 |
| kazakhNews | News | 333 459 | 87 606 307 | 1 255 834 | 177 |
With overall stats:
| Stat | Value |
|-------------------------|--------------|
| Number of texts | 21 911 503 |
| Number of tokens | 966 795 903 |
| Number of unique tokens | 11 674 839 |
Full dataset takes **21GB**
### Annotations
The dataset does not contain any additional annotations.
### Personal and Sensitive Information
Datset is not anonymized, so individuals' names can be found in the dataset. Information about the original author is not included in the dataset.
### Social Impact of Dataset
The purpose of this dataset is to organize open-source datasets on the Kazakh language for further research and commercial uses
### Licensing Information
The Multi-Domain Kazakh dataset version 1.0.0 is released under the [Apache-2.0 License](http://www.apache.org/licenses/LICENSE-2.0).
### Contributions
Thanks to [@KindYAK](https://github.com/KindYAK), [@BeksultanSagyndyk](https://github.com/BeksultanSagyndyk), [@SanzharMrz](https://github.com/SanzharMrz) for adding this dataset.
--- |