Weibo-Emotions

GitHub website: Weibo-Emotions

This is a course project of Big Data Analysis.

Tools & Environment

Spark, Python

Files

• /data sample data of the project
• /preprocess preprocess of data
• /applications some applications
• /utilities some utilities, including collect data from HDFS
• /result result text files and charts

Slides

Slides are now available on Google Drive, Link

Report

The details of the project could be found in report, which is written by LaTeX. Here is the pdf version of report: Report.

Sample Results

• Charts

Emotion - Time

Emotion distribution of men

• Polar Dictionary

word   weight(1 - most positive, 0 - most negative)

开心   0.880197
新婚   0.876024
堵车   0.322985
骗     0.396330
MLGB   0.335030
小宝宝 0.727744

More could be found in the folder of result, and in report.

Author

irmowan

Orthocenter

xuyong