| ---
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| language:
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| - en
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| license: cc-by-sa-4.0
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| tags:
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| - python
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| - stackoverflow
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| - question-answering
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| - instruct
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| size_categories:
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| - 1K<n<10K
|
| ---
|
|
|
| # StackOverflow Python QA Dataset
|
|
|
| [](https://github.com/meeAtif)
|
| [](https://creativecommons.org/licenses/by-sa/4.0/)
|
|
|
| ## Description
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|
|
| This dataset contains high-quality Python questions and answers scraped from StackOverflow. It is designed for instruct-tuning Large Language Models (LLMs) or for question-answering tasks.
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|
|
| - **Source**: StackOverflow
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| - **Selection Criteria**:
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| - Tag: `python`
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| - Score: > 10
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| - Must have an **accepted answer**
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| - **Content**: Pairs of instructions (Question) and outputs (Accepted Answer).
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|
|
| ## Dataset Structure
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|
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| The dataset consists of the following fields:
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|
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| - `question_id`: The unique identifier for the question on StackOverflow.
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| - `score`: The vote score of the question.
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| - `tags`: A list of tags associated with the question.
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| - `creation_date`: The timestamp of when the question was asked.
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| - `instruction`: The full question title and body, cleaned of HTML.
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| - `output`: The full body of the accepted answer, cleaned of HTML.
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|
|
| ## Sample Entry
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|
|
| ```json
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| {
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| "question_id": 12345,
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| "score": 50,
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| "tags": ["python", "list-comprehension"],
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| "instruction": "How do I create a list... \n\n I have a loop that...",
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| "output": "You can use a list comprehension:\n\n [x for x in iterable]"
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| }
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| ```
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|
|
| ## Usage
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|
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| ```python
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| from datasets import load_dataset
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|
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| dataset = load_dataset("meeAtif/stackoverflow-python-qa")
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| print(dataset['train'][0])
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| ```
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|
|
| ## Author
|
|
|
| [](https://github.com/meeAtif)
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| [](https://linkedin.com/in/meAtif)
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| [](mailto:iatif@proton.me)
|
|
|
| ---
|
| *Created by [Atif](https://github.com/meeAtif)*
|
|
|
