🕊️ Twitter Resolution Analysis

• This project analyzes tweets to explore sentiment, resolution popularity, and trends based on user activity, geography, and demographics.

• The insights provide a deeper understanding of user preferences, engagement patterns, and regional variations in New Year's resolutions.

🖥️ Dataset Information

I used the New Year's Resolutions Dataset from Kaggle, featuring:

(https://www.kaggle.com/datasets/andrewmvd/new-years-resolutions/data)

• 5,002 tweets about New Year's resolutions.

• Rich insights to help uncover trends and improve goal-setting success.

🎯 Key Features

• Sentiment Analysis: Understand emotional responses to resolutions.
• Geographic Insights: Visualize resolution popularity and activity by state and region.
• Temporal Patterns: Explore trends in tweet activity over time.
• Engagement Metrics: Identify the most retweeted resolutions to assess user interest and virality.
• Textual Analysis: Perform topic modeling and clustering for thematic exploration.

🌎 Geographic Insights

Tweet Activity Map

Resolution Heatmap