Project Title

Community Detection for Cubs Fan

Goal

Find common communities between friends of Chicago cubs fan’s. Do sentiment Analysis to get views of people on Cubs(Chicago Baseball Team).

Prerequisites

What things you need to install

Python 2.7

TwitterAPI

Numpy

Data Resource

Twitter

Process

• Collect Data
• Processing Data
• Clustering
• Classify Data
• Sentiment Analysis

Files

• collect.py: This file collects data used in analysis. This is submitting queries to Twitter API. This is a raw data.
• cluster.py: This file read the data collected in the previous steps and use community detection algorithm to cluster users into communities.
• classify.py: This file classify data(tweets) into positive and negative.
• summarize.py: This file read the output of the previous methods to write a textfile called summary.txt.

Data

The pickle file here store the data after filter and processing. You can get the result directly from the pickle file.