The purpose of this project is to perform sentiment analysis on Reddit headlines and comments to identify the most popular CRM and ERP systems using 'alternative' threads. The goal is to visualize the impact of various business management systems on user's satisfaction and popularity using Reddit data.
The project will use sentiment analysis techniques to determine the overall sentiment of the comments and headlines related to various CRM and ERP systems and their alternatives.
Python programming language will be used for coding the project. Various libraries and tools such as Pandas, NumPy, Matplotlib, and Seaborn will be used for data manipulation, analysis, and visualization. Reddit API will be used to scrape the headlines and comments related to the target keywords.
The project will provide insights into the sentiment of Reddit users towards various CRM and ERP systems and their alternatives. The results will be presented using visualizations such as graphs and charts to make them easily understandable and interpretable.
- The project will also involve data cleaning and preprocessing to prepare the data for analysis.
- The sentiment analysis will be performed using machine learning algorithms and libraries such as NLTK, Scikit-learn, and TextBlob.
- API scrapping process will be updated to Async, secret key and account will be changed.