# emotional_analysis

**Repository Path**: Yanghony/emotional_analysis

## Basic Information

- **Project Name**: emotional_analysis
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-01-14
- **Last Updated**: 2021-01-14

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# emotional_analysis
基于Spark网易云音乐数据分析
包含爬虫,Scala代码,Spark,Hadoop,ElasticSearch,logstash,Flume,echarts,log4j<br/>

emotional_analysis_spider     爬虫模块<br/>
emotional_analysis_web        数据处理模块(Scala代码)<br/>
emotional_analysis_recommend  推荐模块目前还未开发<br/>
emotional_analysis_web        报表展现模块<br/>

Crawler-sample-data           爬虫抓取样例数据<br/>
MySQL-yuncun                  MySQL数据库结构及数据<br/>
config                        ES logStash Flume 相关配置文件<br/>
mlib-text                     机器学习分类测试相关数据<br/>
statistical-static-txt        SparkSQL相关关联静态数据<br/>

``分析内容``<br/>
1.图计算<br/>
2.机器学习预测歌曲分类<br/>
3.评论词云<br/>
4.评论时间段<br/>
5.评论top榜<br/>
6.热歌top榜<br/>
7.用户性别比例<br/>
8.用户星座比例<br/>
9.用户年龄比例<br/>
10.用户全国地理分布<br/>
11.热评搜索等
<br/>
1.图计算截图<br/>
![Alt text](https://github.com/20100507/emotional_analysis/blob/master/nest_2.png)<br/>
2.评论词云截图<br/>
![Alt text](https://github.com/20100507/emotional_analysis/blob/master/nest_1.png)<br/>
3.ES搜索页面截图<br/>
![Alt text](https://github.com/20100507/emotional_analysis/blob/master/p1.png)<br/>
4.Spark 运行截图<br/>
![Alt text](https://github.com/20100507/emotional_analysis/blob/master/Spark_1.png)<br/>
5.Akkaban 提交程序截图<br/>
![Alt text](https://github.com/20100507/emotional_analysis/blob/master/azkaban_1.png)<br/>
6.HDFS 目录数据截图<br/>
![Alt text](https://github.com/20100507/emotional_analysis/blob/master/hadoop_1.png)<br/>
7.MySQL 表截图<br/>
![Alt text](https://github.com/20100507/emotional_analysis/blob/master/mysql_1.png)