X Sentiment

What is X Sentiment ?

X Sentiment is a sentiment analysis tool designed to analyze tweets and determine their emotional tone. It leverages FinBERT and VADER models to provide accurate sentiment detection. Whether the sentiment is positive, negative, or neutral, X Sentiment helps users understand the emotional context of Twitter discussions.

Features

• Accurate Sentiment Detection: Utilizes FinBERT for financial-specific sentiment analysis and VADER for general social media sentiment.
• Real-Time Analysis: Capable of processing tweets in real-time for immediate insights.
• Comprehensive Scoring: Provides detailed sentiment scores for positive, negative, and neutral sentiments.
• Customizable: Allows users to tailor the analysis based on specific needs or keywords.

How to use X Sentiment ?

1. Install Or Import: Install the required libraries or import X Sentiment into your project.
2. Input Tweet Text: Provide the tweet or text you want to analyze.
3. Run Analysis: Execute the sentiment analysis function to generate results.
4. Interpret Scores: Review the sentiment scores to understand the emotional tone.
5. Customize (Optional): Adjust settings or filters for more specific analysis.

Frequently Asked Questions

1. What models does X Sentiment use?
X Sentiment uses FinBERT for financial sentiment analysis and VADER for general social media sentiment detection.

2. Can X Sentiment analyze tweets in real-time?
Yes, X Sentiment is optimized for real-time analysis, making it suitable for live Twitter discussions.

3. How accurate is X Sentiment?
X Sentiment provides high accuracy due to its combination of advanced models, but accuracy may vary based on the complexity of the text or slang used in tweets.