metadata

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

Lenta

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	@topmine W	@topmine len D	@topmine len D uniq	@time_n W	@time_n len D	@time_n len D uniq	@lemmatized_title W	@lemmatized_title len D	@lemmatized_title len D uniq	@lemmatized W	@lemmatized len D	@lemmatized len D uniq	@theme W	@theme len D	@theme len D uniq
value	263557	2.32892e+07	88.365	83.8258	263557	1	1	2.05546e+06	7.79894	7.72848	2.90254e+07	110.13	84.5878	383816	1.45629	1.45629

Information about document lengths in modality tokens:

	len_total@topmine	len_total@time_n	len_total@lemmatized_title	len_total@lemmatized	len_total@theme	len_uniq@topmine	len_uniq@time_n	len_uniq@lemmatized_title	len_uniq@lemmatized	len_uniq@theme
mean	88.365	1	7.79894	110.13	1.45629	83.8258	1	7.72848	84.5878	1.45629
std	50.2072	0	1.86916	39.7804	0.722741	47.5763	0	1.81461	26.7959	0.722741
min	1	1	1	7	1	1	1	1	7	1
25%	54	1	6	83	1	51	1	6	66	1
50%	77	1	8	104	1	73	1	8	81	1
75%	110	1	9	131	2	104	1	9	99	2
max	791	1	17	1000	3	647	1	16	542	3