# Importing Streamlit for building the web-based interactive application framework import streamlit as st # Function to display the Reddit Chatbot Visualization section def display_reddit_chatbot_visualization(): """ Displays the visualization section for the Reddit Chatbot. This section fetches and visualizes various plots derived from Reddit discussions, highlighting company mentions, sentiment analysis, word clouds, and word count distributions. """ # Overview section for Reddit Chatbot Visualization st.markdown( """

Reddit Chatbot Visualization Overview

This section showcases interactive visualizations from Reddit comments using the Reddit Chatbot. Explore company mentions, sentiment categories, word clouds, and more, to gain insights from Reddit discussions.

Functionality of Reddit Chatbot Visualization

This visualization highlights the insights extracted from Reddit data using the chatbot model. Users can explore various plots such as company mentions, sentiment distributions, word clouds, and more. The interactive nature of these plots allows for in-depth analysis of Reddit discussions across different metrics.

Below are several snapshots from the Reddit Chatbot's analysis and visualizations.

""", unsafe_allow_html=True, ) # Display the images directly from the GitHub repository without titles st.markdown( """
Company Mentions (Excluding Other)

Sentiment Categories Pie Chart

Sentiment Score Distribution

Word Cloud of Reddit Comments

Word Count Distribution
""", unsafe_allow_html=True, )