---
language: sq
size_categories:
- 100K<n<1M
source_datasets: Kuvendi i Kosovës
configs:
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    path: data/train-*
dataset_info:
  features:
  - name: text
    dtype: string
  - name: speaker
    dtype: string
  - name: date
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  - name: id
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  - name: num_tokens
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  - name: embeddings
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  dataset_size: 3337553428
---

# Kosovo-Parliament-Transcriptions

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Kushtrimvisoka/Kosovo-Parliament-Transcriptions/blob/main/Kosovo_Parliament_Transcriptions.ipynb)

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

- [x] **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

```python

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.