https://github.com/sciddhanto/whatsapp-chat-analyzer

A web app to analyze WhatsApp chats and gain insights into conversation statistics, activity trends, emojis, and more!
https://github.com/sciddhanto/whatsapp-chat-analyzer

chat-analyzer data-visualization python streamlit whatsapp

Last synced: 8 months ago
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A web app to analyze WhatsApp chats and gain insights into conversation statistics, activity trends, emojis, and more!

• Host: GitHub
• URL: https://github.com/sciddhanto/whatsapp-chat-analyzer
• Owner: Sciddhanto
• Created: 2025-01-04T07:36:08.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2025-01-07T15:25:26.000Z (10 months ago)
• Last Synced: 2025-02-23T12:57:32.147Z (8 months ago)
• Topics: chat-analyzer, data-visualization, python, streamlit, whatsapp
• Language: Python
• Homepage: https://sciddhanto-whatsapp-chat-analyzer-app-dhu1ch.streamlit.app/
• Size: 107 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# WhatsApp Chat Analyzer

**Description**  

WhatsApp Chat Analyzer is a tool that provides insights into WhatsApp chat files. It allows users to upload chat exports and analyze key metrics such as:

- Total messages, words, media, and links shared.

- Busiest users in the group.

- Activity trends (daily and monthly).

- WordCloud of commonly used words.

- Emoji usage analysis.

- Sentiment analysis of conversations.

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## **Features**

- 📊 **Detailed Statistics**: Total messages, words, media, and links shared.

- 📅 **Activity Insights**: Analyze activity by day, month, and hour.

- ☁️ **Word Cloud**: Visualize frequently used words.

- 😊 **Emoji Analysis**: Explore emoji usage patterns.

- 🔍 **Keyword Analysis**: Find how often a specific word was used.

- 📈 **Timelines**: Monthly and daily message trends.

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## **Technologies Used**

- **Python**

- **Streamlit**: For creating the web app.

- **Matplotlib/Seaborn**: For visualizations.

- **Pandas**: For data analysis.

- **TextBlob**: For sentiment analysis.

- **WordCloud**: For generating word clouds.

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## **How to Use**

1. Export your WhatsApp chat data as a `.txt` file (without media).

2. Upload the file to the app.

3. Select options from the sidebar to analyze statistics, timelines, emoji usage, and more!

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### **Screenshots**

#### **Home Page (File Upload)**

![Home Page Screenshot](./screenshots/home_page.png)

#### **WordCloud**

![WordCloud Screenshot](./screenshots/wordcloud.png)

#### **Response Time Analysis**

![Response Time Screenshot](./screenshots/response_time.png)

#### **Top Statistics**

![Top Statistics Screenshot](./screenshots/statistics/top_statistics.png)

#### **Monthly Timeline**

![Monthly Timeline Screenshot](./screenshots/statistics/monthly_timeline.png)

#### **Most Busy Users**

![Most Busy Users Screenshot](./screenshots/statistics/busy_users.png)

#### **Weekly Activity Map**

![Weekly Activity Screenshot](./screenshots/statistics/weekly_activity.png)

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## **Live Demo**

Check out the live app here: https://sciddhanto-whatsapp-chat-analyzer-app-dhu1ch.streamlit.app/

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