admin 交通深度学习数据集 2026-04-20

交通部人工智能（ D.O.T AI ）

一、数据集概述

交通部人工智能（ D.O.T AI ），包含丰富的数据样本，适用于机器学习、数据分析和学术研究。具体内容请参考以下数据详情章节。

文件夹结构

本数据集包含 1 个子文件夹，共计 1 个文件。其中：CSV 1 个。

文件夹：（根目录）

数据统计汇总

文件: DOT AI.csv

字段说明

数据样本（前3行）

四、数据类型与标注情况

五、应用场景

• 数据探索与可视化分析

• 机器学习模型训练与验证

• 统计分析与报告生成

• 学术研究与教学实践

六、使用建议

• 使用前请进行必要的数据清洗和预处理

• 建议在使用前仔细查看数据集原始说明文档

• 表格数据请先检查缺失值、异常值等数据质量问题

属性	值
数据集名称	交通部人工智能（ D.O.T AI ）

字段名	中文含义	说明
AI Use Case Name	AI Use Case Name
Agency With AI Use Case	Agency With AI Use Case
Optional Note Field	Optional Note Field
Office With AI Use Case	Office With AI Use Case
Summary	Summary
Current Stage Of Production	Current Stage Of Production
Lifecycle Stage Additional Comments	Lifecycle Stage Additional Comments
AI Techniques Used	AI Techniques Used
Agency Training Used	Agency Training Used
Training Data Origins	Training Data Origins
Included In Enterprise Inventory	Included In Enterprise Inventory
Public Data Link	Public Data Link
Use Case Code Accessible	Use Case Code Accessible
Code Included In Agency Inventory	Code Included In Agency Inventory
Source Code Public Link	Source Code Public Link
Agency Able To Test Code	Agency Able To Test Code
Agency Able To Monitor/Audit	Agency Able To Monitor/Audit
FISMA System Name	FISMA System Name
Withhold Use Case	Withhold Use Case
Explanation To Withhold Use Case	Explanation To Withhold Use Case

AI Use Case Name	Agency With AI Use Case	Optional Note Field	Office With AI Use Case	Summary	Current Stage Of Production	Lifecycle Stage Additional Comments	AI Techniques Used
REDACTED	REDACTED	REDACTED	REDACTED	REDACTED	REDACTED	REDACTED	REDACTED
Automated Delay detection using voice processing	Department of Transportation	Federal Transportation Administration	ATO	In order to get a full accounting of delay, automated voice detection of ATC and aircraft interaction is required. Many delay events, such as vectoring, are not currently reported/detected/accounted for and voice detection would enable automated detection.	In production: less than 1 year	Initial development	Natural Language Processing;
REDACTED	REDACTED	REDACTED	REDACTED	REDACTED	REDACTED	REDACTED	REDACTED