theoracle/acid_house_recommendation_discog

Dataset_Card:
Overview:
Dataset_Name: "1987 Acid House Records from Discogs"
Description: >
This dataset includes detailed information on acid house records from 1987, sourced from Discogs.
It is structured to enhance DJ recommendations, with data capturing notable aspects like the
presence of female vocalists, specific labels, and unique musical features. Each record entry
is formatted in a DJ query-response format to suggest how it might enhance a DJ set.
License: "Apache-2.0"
Version: "1.0"

Dataset_Creation:
Creators: "The_oracle"
Time_Period_Covered: "1987"
Data_Collection_Process: >
Data was extracted using the Discogs API, focusing on records tagged with "acid house" from 1987.
Attributes such as track names, artist involvement, labels, and specific musical qualities were cataloged.
Data_Cleaning_and_Preprocessing: >
The dataset was cleansed of any irrelevant entries and standardized for formatting issues,
ensuring all entries are complete and uniformly structured for model training.

Composition:
Fields_and_Features:
- DJ_Query: "Hypothetical DJ request highlighting specific musical needs."
- Response: "Suggested track fulfilling the DJ's request, including artist and track details."
- Label: "Record label associated with the track."
- Artist: "Artist names involved in the track."
- Track_Name: "Name of the track."
- Special_Features: "Unique musical or thematic elements noted in the track."
Data_Split: "The dataset is divided into training (80%), validation (10%), and test (10%) sets."

Intended_Use:
Use_Case: >
This dataset is designed for training language models that can provide DJ track recommendations,
specifically targeting the needs of DJs who seek to incorporate 1987 acid house tracks into their sets.
Primary_Users: "AI researchers and developers in the music recommendation and DJ software industries."
Out_of_Scope_Use_Cases: >
This dataset is not intended for direct commercial exploitation without appropriate rights and permissions.
It is also not suitable for uses that could negatively impact the reputation of artists or labels.

Ethical_Considerations:
Data_Privacy_and_Anonymity: "The dataset does not include any personal information about individuals."
Fairness_and_Bias: >
Since the dataset focuses specifically on acid house tracks from 1987, it may not represent the wider
diversity of music from the era or other musical genres.
Mitigations_for_Bias_and_Fairness: >
Users are encouraged to integrate this dataset with broader music datasets to ensure diverse and
equitable model training.

Dataset_Maintenance:
Maintainer: "The_oracle"
Update_Frequency: "This dataset is considered complete for the year 1987; updates may be made if new information or corrections are required."
How_to_Contribute: >
Contributions can be made by submitting data corrections, enhancements, or updates through GitHub pull
requests or by direct communication with the dataset maintainer. Contributions should align with the existing dataset schema.

Suggested_Usage_Example:
Example_Query: >
"###DJ: Any suggestions for tracks that focus on 80s electronic beats and feature a powerful female vocalist?"
Example_Response: >
"###BOT: The Beatmasters Featuring P.P. Arnold - Burn It Up (Limited Remix)"

原始信息汇总

数据集概述

• 数据集名称：1987 Acid House Records from Discogs
• 描述：该数据集包含1987年来自Discogs的酸屋音乐记录的详细信息，旨在增强DJ推荐。数据涵盖了女性歌手存在、特定标签和独特音乐特征等显著方面。每个记录条目以DJ查询-响应格式编排，以建议其如何增强DJ设置。
• 许可证：Apache-2.0
• 版本：1.0

数据集创建

• 创建者：The_oracle
• 覆盖时间：1987年
• 数据收集过程：数据通过Discogs API提取，专注于1987年标记为“酸屋”的记录。记录了曲目名称、艺术家参与、标签和特定音乐品质等属性。
• 数据清洗和预处理：数据集已清除无关条目并标准化格式问题，确保所有条目完整且统一结构化，适合模型训练。

数据集构成

• 字段和特征：
  • DJ_Query: 假设的DJ请求，突出特定的音乐需求。
  • Response: 建议的曲目，满足DJ请求，包括艺术家和曲目详情。
  • Label: 与曲目相关的唱片标签。
  • Artist: 参与曲目的艺术家名称。
  • Track_Name: 曲目名称。
  • Special_Features: 曲目中注意到的独特音乐或主题元素。
• 数据分割：数据集分为训练集（80%）、验证集（10%）和测试集（10%）。

预期用途

• 用例：该数据集设计用于训练能够提供DJ曲目推荐的语言模型，特别是针对寻求将1987年酸屋曲目融入其设置的DJ的需求。
• 主要用户：音乐推荐和DJ软件行业的AI研究人员和开发者。
• 超出范围的用例：该数据集不适用于未经适当权利和许可的直接商业开发，也不适合可能负面影响艺术家或标签声誉的用途。

伦理考虑

• 数据隐私和匿名性：数据集不包含任何个人身份信息。
• 公平性和偏见：由于数据集专注于1987年的酸屋曲目，可能无法代表该时代的更广泛音乐多样性或其他音乐类型。
• 偏见和公平性的缓解措施：鼓励用户将此数据集与其他更广泛的音乐数据集结合，以确保多样化和公平的模型训练。

数据集维护

• 维护者：The_oracle
• 更新频率：该数据集被视为1987年的完整数据集；如有新信息或需要更正，可能会进行更新。
• 如何贡献：可以通过提交数据更正、增强或更新通过GitHub拉取请求或直接与数据集维护者沟通来做出贡献。贡献应符合现有数据集架构。

建议的使用示例

• 示例查询："###DJ: 有没有专注于80年代电子节拍且带有强大女性歌手的曲目建议？"
• 示例响应："###BOT: The Beatmasters Featuring P.P. Arnold - Burn It Up (Limited Remix)"