| --- |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train-* |
| dataset_info: |
| features: |
| - name: address |
| dtype: string |
| - name: name_ru |
| dtype: string |
| - name: rating |
| dtype: int64 |
| - name: rubrics |
| dtype: string |
| - name: text |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 369301294 |
| num_examples: 500000 |
| download_size: 170880716 |
| dataset_size: 369301294 |
| license: mit |
| task_categories: |
| - text-classification |
| - sentence-similarity |
| - token-classification |
| - text2text-generation |
| language: ru |
| multilinguality: |
| - monolingual |
| tags: |
| - reviews |
| - yandex |
| pretty_name: Geo Reviews Dataset 2023 |
| size_categories: |
| - 100K<n<1M |
| source_datasets: |
| - original |
| --- |
| # Geo Reviews Dataset 2023 |
|
|
| Yandex is making available the largest Russian-language dataset of reviews about organizations published on Yandex Maps. |
|
|
| Use it for academic and research purposes, share your results with us in Issues. |
|
|
| ## Dataset Description |
|
|
| - **Repository:** https://github.com/yandex/geo-reviews-dataset-2023 |
| - **Paper:** [Яндекс Карты открывают крупнейший русскоязычный датасет отзывов на организации](https://habr.com/ru/companies/yandex/articles/763832/) |
| - **Point of Contact:** [opensource@yandex-team.ru](mailto:opensource@yandex-team.ru) |
|
|
| ## Description |
|
|
| - 500,000 unique reviews |
| - Only reviews about organizations in Russia |
| - Available on Yandex Maps |
| - Published from January to July 2023 |
| - The dataset does not contain short one-word reviews |
| - Reviews have been cleared of personal data (phone numbers, email addresses) |
|
|
| ## Dataset Fields |
|
|
| The dataset contains the following attributes: |
|
|
| - Organization address (`address`) |
| - Organization name (`name_ru`) |
| - List of categories to which the organization belongs (`rubrics`) |
| - User rating from 0 to 5 (`rating`) |
| - Review text (`text`) |
|
|
| ## License |
|
|
| Distributed under MIT license. |
|
|
| ## Contacts |
|
|
| For any inquiries or questions regarding the dataset, please contact us at [opensource@yandex-team.ru](mailto:opensource@yandex-team.ru). |
