Kosovo-Parliament-Transcriptions

The dataset comprises transcripts of speeches delivered by members of the Kosovo Assembly during parliamentary sessions spanning from 2001. The goal of this repository is to provide a valuable resource for researchers and professionals interested in natural language processing, or political discourse analysis.

Data source

The dataset was compiled from publicly available transcripts published on the current and old official website of the Kosovo Assembly (https://kuvendikosoves.org/).

Data Preperation

The dataset was compiled by downloading PDF files and converting them to a text format using OCR. The resulting text was then cleaned to fix punctuation and spelling errors. It's important to note that due to the complexity of the PDF-to-text conversion process, the dataset may still contain typos and other errors. As a result, the dataset is provided "as is". Additionally, it should be noted that the dataset includes speeches given in languages other than Albanian.

To-Do List

• Create Embeddings: Generated embeddings for the speeches.
• Quality Assurance: Conduct additional checks to identify and correct any remaining errors in the dataset.

Dataset structure

The dataset contains the following fields: text, speaker, date, id, num_tokens, embeddings.

Usage

from datasets import load_dataset

dataset = load_dataset('Kushtrim/Kosovo-Parliament-Transcriptions')
dataset

License

The dataset is licensed under the Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/).

Citation

If you use this dataset in your research, please consider citing this repository.