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--- |
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license: apache-2.0 |
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task_categories: |
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- question-answering |
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- text-generation |
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- conversational |
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language: |
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- en |
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tags: |
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- python |
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pretty_name: StackOverflow's Python Question-Answering Pair Dataset |
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size_categories: |
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- n<1K |
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--- |
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# Dataset Card for Python Q/A pair |
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<!-- Provide a quick summary of the dataset. --> |
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This dataset card provides information about the Python Q/A pair dataset. |
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## Dataset Details |
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### Dataset Description |
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The Python Q/A pair dataset is a preprocessed version of a Python Q/A dataset from StackOverflow, which was originally hosted on Kaggle. The dataset contains high-ranked questions and their corresponding high-ranked answers, sorted from high to low rank. |
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- **Curated by:** [More Information Needed] |
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- **Funded by [optional]:** [More Information Needed] |
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- **Shared by [optional]:** [More Information Needed] |
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- **Language(s) (NLP):** [More Information Needed] |
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- **License:** [More Information Needed] |
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### Dataset Sources [optional] |
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<!-- Provide the basic links for the dataset. --> |
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- **Repository:** [More Information Needed] |
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- **Paper [optional]:** [More Information Needed] |
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- **Demo [optional]:** [More Information Needed] |
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## Uses |
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<!-- Address questions around how the dataset is intended to be used. --> |
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### Direct Use |
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This dataset can be used for tasks such as question answering, text generation, and conversational AI research and development. |
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[More Information Needed] |
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### Out-of-Scope Use |
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This dataset should not be used for tasks outside of natural language processing, such as image recognition or voice recognition. |
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[More Information Needed] |
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## Dataset Structure |
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The dataset contains 100k rows of high-ranked questions and their corresponding high-ranked answers from StackOverflow. |
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[More Information Needed] |
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## Dataset Creation |
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### Curation Rationale |
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The dataset was curated to provide a resource for developing and testing natural language processing models, particularly in the domain of question answering and text generation. |
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[More Information Needed] |
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### Source Data |
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The data in this dataset comes from StackOverflow Q/A pairs that were ranked 1 or above. The raw form of this dataset is hosted on Kaggle. |
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#### Data Collection and Processing |
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The data was collected from StackOverflow and preprocessed to include only high-ranked questions and their corresponding high-ranked answers. |
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[More Information Needed] |
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#### Who are the source data producers? |
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The source data was produced by users of StackOverflow. |
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[More Information Needed] |
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### Annotations [optional] |
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This dataset does not contain any additional annotations. |
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#### Annotation process |
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<!-- This section describes the annotation process such as annotation tools used in the process, the amount of data annotated, annotation guidelines provided to the annotators, interannotator statistics, annotation validation, etc. --> |
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[More Information Needed] |
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#### Who are the annotators? |
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<!-- This section describes the people or systems who created the annotations. --> |
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[More Information Needed] |
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#### Personal and Sensitive Information |
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The dataset does not contain any personal or sensitive information as it was derived from publicly available data on StackOverflow. |
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[More Information Needed] |
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## Bias, Risks, and Limitations |
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<!-- This section is meant to convey both technical and sociotechnical limitations. --> |
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[More Information Needed] |
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### Recommendations |
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<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. --> |
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Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations. |
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## Citation [optional] |
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<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. --> |
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**BibTeX:** |
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[More Information Needed] |
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**APA:** |
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[More Information Needed] |
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## Glossary [optional] |
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<!-- If relevant, include terms and calculations in this section that can help readers understand the dataset or dataset card. --> |
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[More Information Needed] |
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## More Information [optional] |
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[More Information Needed] |
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## Dataset Card Authors [optional] |
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[More Information Needed] |
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## Dataset Card Contact |
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[More Information Needed] |
