投资决策山东版

涵盖房地产开发情况、房地产销售数据、房地产资金来源及经济指标等数据指标；实时监控山东17城的房地产调控、金融信贷、人才落户、城市更新等对房地产市场产生影响的政策变化；对土地市场、商品房市场、二手房市场实现了实时多维度的分析，对用户正确决策提供了数据支持。

This dataset encompasses core indicators including real estate development conditions, real estate sales data, sources of real estate funds, and economic metrics. It conducts real-time monitoring of policy changes affecting the real estate market across 17 cities in Shandong Province, such as real estate regulation, financial credit, talent settlement, and urban renewal policies. Additionally, it performs real-time multi-dimensional analyses of the land market, commercial housing market, and second-hand housing market, providing data support for users to make well-informed decisions.

搜集汇总

背景与挑战

背景概述

该数据集名为'投资决策山东版'，主要涵盖山东17个城市的房地产开发、销售、资金来源及经济指标等数据，实时监控政策变化并提供多维度分析，支持房地产投资决策。数据存储大小为102.4 GB，更新频率为每年一次，适用于金融服务和商贸流通等应用场景。