Datasets:

gu1show
/

rosstat-table-qa

license: mit
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
dataset_info:
  features:
    - name: pdf
      dtype: pdf
    - name: html
      dtype: string
    - name: question
      dtype: string
    - name: answer
      dtype: string
    - name: title
      dtype: string
  splits:
    - name: train
      num_bytes: 5833510
      num_examples: 300
  download_size: 27811899
  dataset_size: 5833510
task_categories:
  - table-question-answering
language:
  - ru
size_categories:
  - n<1K

rosstat-table-qa

rosstat-table-qa is a Russian-language dataset for question answering over statistical tables from Rosstat (Federal State Statistics Service of Russia).

The dataset contains real-world statistical tables from official Rosstat Excel reports. Each worksheet was converted into a separate table sample represented as both PDF and HTML.

Each sample includes:

the original PDF table (pdf),
an HTML representation of the table (html),
the table title (title),
a natural language question (question),
and the corresponding answer (answer).

Dataset Structure

Each sample has the following structure:

{
    "pdf": PDF,
    "html": str,
    "title": str,
    "question": str,
    "answer": str
}

Usage

from datasets import load_dataset

dataset = load_dataset("gu1show/rosstat-table-qa")

print(dataset["train"][0])

Output:

{'pdf': <pdfplumber.pdf.PDF at 0x15115ff3e30>,
 'html': '<table>...</table>',
 'question': 'Какое количество гектаров лесов обработали биологическими препаратами для уничтожения вредных организмов наземным способом в 2021 году?',
 'answer': '60,4 тысяч гектаров',
 'title': 'Защита лесов в Российской Федерации (тысяч гектаров)'}