| --- |
| language: |
| - ru |
| multilinguality: |
| - monolingual |
| license: other |
| license_name: topicnet |
| license_link: >- |
| https://github.com/machine-intelligence-laboratory/TopicNet/blob/master/LICENSE.txt |
| task_categories: |
| - text-classification |
| task_ids: |
| - topic-classification |
| - multi-class-classification |
| - multi-label-classification |
| tags: |
| - topic-modeling |
| - topic-modelling |
| - text-clustering |
| - multimodal-data |
| - multimodal-learning |
| - modalities |
| - document-representation |
| --- |
| |
|
|
| # RuWiki-Good |
|
|
| Selected articles from Russian Wikipedia dump (date `20200301`). The dataset consists of good ("добротные", "хорошие") and featured ("избранные") articles (see https://ru.wikipedia.org/wiki/Википедия:Добротные_статьи). |
| |
| Some measurable characteristics of the dataset: |
| |
| * D — number of documents |
| * <modality name> W — modality dictionary size (number of unique tokens) |
| * <modality name> len D — average document length in modality tokens (number of tokens) |
| * <modality name> len D uniq — average document length in unique modality tokens (number of unique tokens) |
| |
| |
| | | D | @categories W | @categories len D | @categories len D uniq | @lemmatized W | @lemmatized len D | @lemmatized len D uniq | @ngramms W | @ngramms len D | @ngramms len D uniq | |
| |:------|------------:|-----------------------:|---------------------------:|--------------------------------:|-----------------------:|---------------------------:|--------------------------------:|--------------------:|------------------------:|-----------------------------:| |
| | value | 8603 | 44493 | 5.1718 | 5.17296 | 1.66434e+07 | 1934.6 | 721.389 | 3.11727e+06 | 362.347 | 287.695 | |
| |
| |
| Information about document lengths in modality tokens: |
| |
| |
| | | len_total@categories | len_total@lemmatized | len_total@ngramms | len_uniq@categories | len_uniq@lemmatized | len_uniq@ngramms | |
| |:-----|-----------------------:|-----------------------:|--------------------:|----------------------:|----------------------:|-------------------:| |
| | mean | 5.17296 | 1934.6 | 362.347 | 5.17296 | 721.389 | 287.695 | |
| | std | 4.0102 | 2065.78 | 384.164 | 4.0102 | 596.947 | 292.717 | |
| | min | 0 | 55 | 8 | 0 | 35 | 8 | |
| | 25% | 2 | 593 | 112.5 | 2 | 296 | 96 | |
| | 50% | 4 | 1223 | 229 | 4 | 540 | 189 | |
| | 75% | 7 | 2447 | 458 | 7 | 943 | 365 | |
| | max | 51 | 17472 | 3335 | 51 | 4423 | 2459 | |
| |
