electricsheepafrica/africa-sensorsafrica-airquality-archive-addis-ababa

该数据集包含通过低成本传感器采集的颗粒物（PM1、PM2.5、PM10）、温度和湿度读数，数据来源于埃塞俄比亚首都亚的斯亚贝巴。数据集详细记录了传感器类型、日期、时间、位置信息以及具体的测量值（温度（℃）、湿度（%）、PM1、PM2.5和PM10）。数据集以CSV格式存储，适用于研究空气质量和低成本传感器在颗粒物测量中的应用。数据集已被转换为Parquet格式以便机器学习使用，并分为训练集（270个样本）和测试集（67个样本）。

This dataset contains PM (particulate matter), temperature, and humidity readings taken with low-cost sensors in Addis Ababa, Ethiopia. The dataset includes information on the sensor type, date, time, and location of the readings, as well as the sensor’s specific measurement values for Temperature (C), Humidity (%), PM1, PM2.5, and PM10. The dataset is stored in CSV format and is ideal for researchers and individuals interested in studying air quality and low-cost sensors in PM measurement. The dataset has been converted to Parquet format for machine learning use and is split into training (270 examples) and test (67 examples) sets.