---
language:
- uk
license:
- proprietary
size_categories:
- 1K<n<100K
source_datasets:
- original
task_categories:
- text-classification
task_ids:
- topic-classification
pretty_name: UA-L Topics Corpus
dataset_info:
  features:
  - name: text
    dtype: string
  - name: label
    dtype:
      class_label:
        names:
            '0': kriminalnie_pravo
            '1': pidpriemnicka_dialnist
            '2': spadkove_pravo
            '3': mizhnarodni_pravovidnosini
            '4': zhitlovi_pravovidnosini
            '5': korporativnie_pravo
            '6': immighratsiia_iemighratsiia
            '7': prava_spozhivachiv
            '8': medicina
            '9': pratsevlashtuvvannya
            '10': bankivska_diialnist
            '11': mytne_pravo
            '12': doghovirni_vidnosini
            '13': dovircha_vlastnist
            '14': reklama
            '15': viiskovie_pravo
            '16': gospodarskie_pravo
            '17': notarialni_pytanniia
            '18': tsivilne_pravo
            '19': litsienzuvannia
            '20': ziemielnie_pravo
            '21': nierukhomist
            '22': opodatkuvannia
            '23': sudova_praktika
            '24': inshe
            '25': piensiiata_sotsialni_viplati
            '26': reyestraciya_likvidaciya_bankrutstvo
            '27': ekologiya
            '28': administrativnie_pravo
            '29': gromadianski_pravovidnosini
            '30': strakhuvannya
            '31': vighotovliennia_produktsiyi_ta_nadannia_poslugh
            '32': intieliektualna_vlasnist
            '33': simejne_pravo
            '34': dierzhavni_zakupivli
            '35': prava_vnutrishno_pieriemishchienikh_osib
            '36': sotsialnyj_zakhist
            '37': investitsii
            '38': avtovlasnykam
  splits:
  - name: train
    num_bytes: 2092033
    num_examples: 3021
  - name: test
    num_bytes: 122281
    num_examples: 159
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train.jsonl
  - split: test
    path: data/test.jsonl
train-eval-index:
- config: default
  task: text-classification
  task_id: multi_class_classification
  splits:
    train_split: train
    eval_split: test
  col_mapping:
    text: text
    label: target
  metrics:
  - type: accuracy
    name: Accuracy
  - type: f1
    name: F1 macro
    args:
      average: macro
  - type: f1
    name: F1 micro
    args:
      average: micro
  - type: f1
    name: F1 weighted
    args:
      average: weighted
  - type: precision
    name: Precision macro
    args:
      average: macro
  - type: precision
    name: Precision micro
    args:
      average: micro
  - type: precision
    name: Precision weighted
    args:
      average: weighted
  - type: recall
    name: Recall macro
    args:
      average: macro
  - type: recall
    name: Recall micro
    args:
      average: micro
  - type: recall
    name: Recall weighted
    args:
      average: weighted
---

# `ual-topics`

## Install

```shell
uv venv --python 3.12

source .venv/bin/activate

uv pip install -r requirements.txt

# in development mode
uv pip install -r requirements-dev.txt
```