---
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     |