| --- |
| language: |
| - en |
| multilinguality: |
| - monolingual |
| license: other |
| license_name: topicnet |
| license_link: >- |
| https://github.com/machine-intelligence-laboratory/TopicNet/blob/master/LICENSE.txt |
| configs: |
| - config_name: "rtl-wiki" |
| default: true |
| data_files: |
| - split: train |
| path: "data/RTL_Wiki.csv.gz" |
| - config_name: "rtl-wiki-person" |
| data_files: |
| - split: train |
| path: "data/RTL_Wiki_person.csv.gz" |
| 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 |
| --- |
| |
|
|
| # RTL-Wiki |
|
|
| 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 | @lemmatized W | @lemmatized len D | @lemmatized len D uniq | @bigram W | @bigram len D | @bigram len D uniq | |
| |:------|------------:|-----------------------:|---------------------------:|--------------------------------:|-------------------:|-----------------------:|----------------------------:| |
| | value | 7838 | 1.28065e+07 | 1633.9 | 691.157 | 503619 | 64.2535 | 30.8372 | |
|
|
|
|
| Information about document lengths in modality tokens: |
|
|
|
|
| | | len_total@lemmatized | len_total@bigram | len_uniq@lemmatized | len_uniq@bigram | |
| |:-----|-----------------------:|-------------------:|----------------------:|------------------:| |
| | mean | 1633.9 | 64.2535 | 691.157 | 30.8372 | |
| | std | 1565.19 | 73.1737 | 521.463 | 28.071 | |
| | min | 2 | 0 | 2 | 0 | |
| | 25% | 500 | 18 | 283 | 11 | |
| | 50% | 1115.5 | 41 | 554 | 22 | |
| | 75% | 2233.5 | 85 | 961 | 42 | |
| | max | 15851 | 1098 | 4184 | 283 | |
|
|
|
|
| ## RTL-Wiki-Person |
|
|
| A version of the dataset filtered by person. It contains only 1201 documents. |
|
|
|
|
| Some measurable characteristics of the dataset: |
|
|
|
|
| | | D | @lemmatized W | @lemmatized len D | @lemmatized len D uniq | @bigram W | @bigram len D | @bigram len D uniq | |
| |:------|------------:|-----------------------:|---------------------------:|--------------------------------:|-------------------:|-----------------------:|----------------------------:| |
| | value | 1201 | 1.92167e+06 | 1600.06 | 729.93 | 371430 | 309.267 | 196.595 | |
|
|
|
|
| Information about document lengths in modality tokens: |
|
|
|
|
| | | len_total@lemmatized | len_total@bigram | len_uniq@lemmatized | len_uniq@bigram | |
| |:-----|-----------------------:|-------------------:|----------------------:|------------------:| |
| | mean | 1600.06 | 309.267 | 729.93 | 196.595 | |
| | std | 1569.31 | 323.991 | 541.153 | 170.06 | |
| | min | 73 | 4 | 60 | 4 | |
| | 25% | 484 | 90 | 305 | 70 | |
| | 50% | 1036 | 206 | 575 | 147 | |
| | 75% | 2117 | 403 | 1007 | 268 | |
| | max | 11661 | 3212 | 3108 | 1216 | |
|
|
