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澳大利亚按地区划分的人口数据

发布时间：2026-03-17 14:31:08资源ID：2032001435171196930资源类型：免费

该数据集《Australian Population Data by Region》主要用于监督学习任务，数据形态以表格为主，应用场景偏向环保分类。 题目说明：Population, Economy, Industry, Income, Education, Employment, Land & Environment 任务类型：表格监督学习。 建议流程：先做缺失值/异常值处理与特征编码，再比较逻辑回归、随机森林、XGBoost。 评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。 可用文件：Region summary Australian Capital Territory STE 8.csv, Region summary Greater Adelaide GCCSA 4GADE.csv, Region summary Greater Brisbane GCCSA 3GBRI.csv 等 8 个文件。 This release of Data by region presents various data for 2011 - 2022, including the Census of Population and Housing (Census) data for 2011, 2016 and 2021. Data by Region is a visual compendium of regional data, enabling users to find data for over 4,500 regions across Australia. It contains over 800 data items, covering a range of themes including Population, Economy and Industry, Income, Education, Employment and Land and Environment. Source: https://www.abs.gov.au/methodologies/data - region - methodology/2011 - 22#overview

澳大利亚按地区划分的人口数据

摘要概览

该数据集《Australian Population Data by Region》主要用于监督学习任务，数据形态以表格为主，应用场景偏向环保分类。 题目说明：Population, Economy, Industry, Income, Education, Employment, Land & Environment

任务类型：表格监督学习。

建议流程：先做缺失值/异常值处理与特征编码，再比较逻辑回归、随机森林、XGBoost。

评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。

可用文件：Region summary Australian Capital Territory STE 8.csv, Region summary Greater Adelaide GCCSA 4GADE.csv, Region summary Greater Brisbane GCCSA 3GBRI.csv 等 8 个文件。

This release of Data by region presents various data for 2011 - 2022, including the Census of Population and Housing (Census) data for 2011, 2016 and 2021. Data by Region is a visual compendium of regional data, enabling users to find data for over 4,500 regions across Australia.

It contains over 800 data items, covering a range of themes including Population, Economy and Industry, Income, Education, Employment and Land and Environment.

Source: https://www.abs.gov.au/methodologies/data - region - methodology/2011 - 22#overview