计算机毕业设计吊打导师hadoop+spark+hive知识图谱
流程:
1.Python采集网易云音乐歌手、歌词、音乐、评论等约10-20万+海量数据,存入mysql数据库;
2.使用pandas+numpy/MapReduce对mysql中四类数据进行数据清洗,写入.csv文件并上传至hdfs(含评论NLP文本分类/lsm情感分析);
3.使用hive建库建表,导入.csv数据集;
4.一半分析指标使用hive_sql完成,一半分析指标使用Spark之Scala语法完成;
5.将分析结果使用sqoop导入mysql数据库的指标表;
6.使用Flask+Echarts搭建可视化大屏界面;
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本文标题:计算机毕业设计吊打导师hadoop+spark+hive知识图谱
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