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--- |
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language: sq |
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size_categories: |
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- 100K<n<1M |
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source_datasets: Kuvendi i Kosovës |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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dataset_info: |
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features: |
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- name: text |
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dtype: string |
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- name: speaker |
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dtype: string |
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- name: date |
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dtype: string |
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- name: id |
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dtype: string |
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- name: num_tokens |
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dtype: int64 |
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- name: embeddings |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 3341936978 |
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num_examples: 139092 |
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download_size: 2283470356 |
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dataset_size: 3341936978 |
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--- |
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|
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# Kosovo-Parliament-Transcriptions |
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[](https://colab.research.google.com/github/Kushtrimvisoka/Kosovo-Parliament-Transcriptions/blob/main/Kosovo_Parliament_Transcriptions.ipynb) |
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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. |
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# Data source |
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The dataset was compiled from publicly available transcripts published on the current and old official website of the Kosovo Assembly (https://kuvendikosoves.org/). |
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# Data Preperation |
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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. |
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## To-Do List |
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- [x] **Create Embeddings**: Generated embeddings for the speeches. |
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- [ ] **Quality Assurance**: Conduct additional checks to identify and correct any remaining errors in the dataset. |
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# Dataset structure |
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The dataset contains the following fields: text, speaker, date, id, num_tokens, embeddings. |
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# Usage |
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```python |
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from datasets import load_dataset |
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dataset = load_dataset('Kushtrim/Kosovo-Parliament-Transcriptions') |
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dataset |
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``` |
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# License |
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The dataset is licensed under the Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/). |
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# Citation |
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If you use this dataset in your research, please consider citing this repository. |
