The project aims to mine Social Media data and highlight the Evolving Journey of An Organization
Tweets were obtained from the following sources:
- SAP's official handle
- Handles which mentioned "#sap"
- Specific business news agency handles such as Bloomberg and Forbes
The data is pre-process using the following methodologies:
- Stopword Removal
- Hashtag Removal
- URL Removal
- Hashtag Extraction for Hashtag Analysis
- Punctuation and Special Character Removal using Regular Expressions
- Time Conversion
Analysis Performed includes:
- Sentiment Analysis
- Sentiment and Stock Price Correlation
- WordCloud Generation and Analysis for Extracting Important Proceedings, Happenings and Finding Focus Areas
- Hashtag exploration to obtain trends and shift in ideology