Telegram Channel Analyzer

Description: This application is for analyzing Telegram channels, providing information on audience engagement, activity, and sentiment of comments.

Features:

Analysis of Telegram channels:

- Obtaining information about the number of subscribers.
- Analyzing messages: views, reactions, comments.
- Determining the level of audience engagement.
- Analyzing channel activity by dates and hours.
- Analyzing the sentiment of comments (positive, negative, neutral).
- Identifying keywords in messages and comments.
- Generating a word cloud from channel messages.

Data visualization:

- Creating a graph of channel activity by dates.
- Creating a graph of channel activity by hours.
- Creating a graph of audience activity by hours (based on comments).
- Displaying a word cloud.

Additional functions:

- Saving the analysis report in CSV and TXT files.
- Providing recommendations for improving engagement.

Advantages:

- User-friendly graphical interface.
- Detailed analysis of channel and audience activity.
- Data visualization for clear presentation of results.
- Automation of the analysis process.
- Ability to save the report for future use.

Features:

- Using the Telethon library to interact with the Telegram API.
- Data processing with pandas.
- Visualization with matplotlib.
- Natural language processing (NLP) for determining comment sentiment.

Additional information:

- The application is developed using PyQt5 for the graphical interface.
- Analysis is performed in a separate thread to avoid blocking the interface.
- The application provides recommendations for improving engagement based on data analysis.
- Positive and negative word lists are used for sentiment analysis.