| --- |
| language: |
| - en |
| license: cc-by-sa-4.0 |
| tags: |
| - python |
| - stackoverflow |
| - question-answering |
| - instruct |
| size_categories: |
| - 1K<n<10K |
| --- |
| |
| # StackOverflow Python QA Dataset |
|
|
| [](https://github.com/meeAtif) |
| [](https://creativecommons.org/licenses/by-sa/4.0/) |
|
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| ## 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 |
| - **Selection Criteria**: |
| - Tag: `python` |
| - Score: > 10 |
| - Must have an **accepted answer** |
| - **Content**: Pairs of instructions (Question) and outputs (Accepted Answer). |
|
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| ## Dataset Structure |
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| The dataset consists of the following fields: |
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| - `question_id`: The unique identifier for the question on StackOverflow. |
| - `score`: The vote score of the question. |
| - `tags`: A list of tags associated with the question. |
| - `creation_date`: The timestamp of when the question was asked. |
| - `instruction`: The full question title and body, cleaned of HTML. |
| - `output`: The full body of the accepted answer, cleaned of HTML. |
|
|
| ## Sample Entry |
|
|
| ```json |
| { |
| "question_id": 12345, |
| "score": 50, |
| "tags": ["python", "list-comprehension"], |
| "instruction": "How do I create a list... \n\n I have a loop that...", |
| "output": "You can use a list comprehension:\n\n [x for x in iterable]" |
| } |
| ``` |
|
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|
| --- |
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| Created by Atif |
| - **GitHub:** [@meeAtif](https://github.com/meeAtif) |
| - **Linkedin:** [@meAtif](https://www.linkedin.com/in/meatif/) |
| - **HuggingFace:** [@meeAtif](https://huggingface.co/meeAtif) |
| - **Email:** iatif@proton.me |
| - **DM For:** Collaborations, Feedback, or Updates |
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