Data extracted from GitHub repositories (training and test data-sets)

This dataset contains the SQL tables of the training and test datasets used in our experimentation. These tables contain the preprocessed textual data (in a form of tokens) extracted from each training and test project. Besides the preprocessed textual data, this dataset also contains meta-data about the projects, GitHub topics, and GitHub collections. The GitHub projects are identified by the tuple “Owner” and “Name”. The descriptions of the table fields are attached to their respective data descriptions.本数据集收录了本实验所用训练集与测试集对应的SQL数据表。这些数据表存储了从各训练与测试项目中提取的、经预处理的文本数据（形式为Token (Token)）。除上述预处理后的文本数据外，本数据集还涵盖项目、GitHub主题以及GitHub集合相关的元数据。GitHub项目由"Owner"与"Name"组成的元组进行唯一标识。各数据表字段的说明已附于对应的数据描述文档中。

搜集汇总

背景与挑战

背景概述

该数据集是从GitHub仓库中提取的训练和测试数据，以SQL表形式存储，包含预处理文本数据（令牌化）以及项目元数据、GitHub主题和集合信息。数据集通过'Owner'和'Name'标识项目，适用于机器学习实验，旨在支持基于GitHub数据的分析和模型训练。