metadata
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
- W — modality dictionary size (number of unique tokens)
- len D — average document length in modality tokens (number of tokens)
- 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 |