OVERVIEW
My name is Nikita, and I'm creating the , a developer-focused and User friendly in the HIVE Ecency's Community.
TWO incredible developers make up my team, 100xEngineers: me, @kanishka-Singhal We are all undergraduates now enrolled in ABES Institute of Technology's Bachelor of Technology program.
Project Overview
The objective of this project is to analyze the Hive Ecency community chat data to uncover insights and trends using advanced data science techniques. This analysis will leverage the power of blockchain for data integrity, and Jupyter Notebooks for an interactive and reproducible data science workflow.
Goals and Objactives
The text describes a data extraction and storage process for the Hive Ecency community, which involves using blockchain technology for data integrity and transparency. The data is then cleaned and preprocessed for analysis, including exploratory data analysis (EDA), sentiment analysis, topic modeling, and trend analysis. An interactive dashboard is developed using Jupyter Notebooks, allowing users to explore the data interactively. The technology stack includes Hive blockchain for data extraction, NumPy for numerical operations, Pandas for data manipulation, TensorFlow for machine learning, Matplotlib and Seaborn for data visualization, and NLTK and SpaCy for natural language processing.