A Survey and Analysis of Textual Content Based on Exploratory Data Analysis Technique and Opinion Analysis
Atharva Puri, Gaurav Agrawal, Akash Dukare, M. A. Jawale · 2023
This research paper presents an Exploratory Data Analysis (EDA) technique, Artificial Intelligence (AI), and Natural Language Processing (NLP) based approach for the analysis of textual content, and opinion analysis. Although technically difficult, the task is very beneficial. Using the natural language processing method, we addressed the problem of detecting violent content in text documents in this work. Researchers have used a variety of techniques, including machine learning techniques such as Naïve Bayes, Lexicon-based approach, and Encoding techniques and we have used datasets to compare the data. Therefore, it provides an opportunity for research to explore and recommend sophisticated techniques. For this paper, we examined a unique dataset.