ChatGPT Tweets Sentiment Analysis (Clean Data)

The Enhanced ChatGPT Tweets Dataset expands upon the original dataset, offering improved preprocessing and analysis to maximize usability and insights. It captures global public reactions, opinions, and discussions during ChatGPT’s launch phase, spanning from November 30, 2022, to February 11, 2023.

Key Features:

1. Data Cleaning:

   • Encoding errors corrected for consistency.
   • Invalid rows and unnecessary elements (e.g., hashtags, URLs) removed.
   • Emojis converted into meaningful text descriptions using demoji.

2. Sentiment Analysis:

   • Added sentiment labels (Positive, Neutral, Negative) for each tweet using a Hugging Face pre-trained model, enabling easy sentiment-based filtering and analysis.

Applications:

• Sentiment Analysis: Explore public sentiment trends during ChatGPT’s initial launch phase.
• Social Media Analytics: Study global discussions, opinions, and reactions surrounding AI innovations.
• NLP Model Training: Utilize clean, structured data for training and fine-tuning natural language processing models.