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bigdata_analyse

大数据分析项目

wish

采用不同的技术栈,通过对不同行业的数据集进行分析,期望达到以下目标:

  • 了解不同领域的业务分析指标
  • 深化数据处理、数据分析、数据可视化能力
  • 增加大数据批处理、流处理的实践经验
  • 增加数据挖掘的实践经验

list

主题 技术栈 数据集下载
1 亿条淘宝用户行为数据分析 清洗 hive + 分析 hive + 可视化 echarts 阿里云 或者 百度网盘 提取码:5ipq
1000 万条淘宝用户行为数据实时分析 数据源 kafka + 实时分析 flink + 可视化(es + kibana) 百度网盘 提取码:gja5
300 万条《野蛮时代》的玩家数据分析 清洗 pandas + 分析 mysql + 可视化 pyecharts 百度网盘 提取码:paq4
7000 条租房数据分析 清洗 pandas + 分析 sqlite + 可视化 matplotlib 百度网盘 提取码:9en3

refer

  1. https://tianchi.aliyun.com/dataset/

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