基于python机器学习的全国气象数据采集预测可视化系统 毕业设计 预测模型+爬虫(包含文档+源码+部署教程)

上传者: 2201_75772776 | 上传时间: 2024-04-07 19:33:49 | 文件大小: 82.06MB | 文件类型: RAR
基于python机器学习的全国气象数据采集预测可视化系统 毕业设计 预测模型+爬虫(包含文档+源码+部署教程) 系统功能主要包括数据采集功能、数据可视化功能、数据预测功能、用户登录与注册功能、数据管理功能。其中数据采集功能包含全国实时天气数据采集和上海历史天气数据采集。数据可视化功能包含全国综合天气数据可视化、全国各城市天气数据可视化以及上海历史天气数据可视化。数据预测功能指的是气象分析预测;数据管理指的是多维度的数据管理,包含用户数据、公告数据、全国气象数据管理等。 该系统可以自动地从中国天气网获取实时天气数据,并将数据清洗、存储在MYSQL数据库中。同时,通过ECharts技术实现数据可视化,在大屏幕上实现了全国综合天气数据可视化,以及全国各城市和上海历史天气数据的可视化。其次,系统还实现了机器学习预测天气模型构建与训练,使用scikit-learn、pandas、numpy等工具实现多元线性回归模型。预测模型可以对天气趋势进行分析,提供预测结果。此外,该系统还实现了用户登录和注册功能,以及数据管理模块,用于管理用户数据、公告数据、全国天气数据和上海历史气象数据。

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