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)'}