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Sentiment Analysis
X Sentiment

X Sentiment

Analyze tweets for sentiment using FinBERT and VADER

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What is X Sentiment ?

X Sentiment is a sentiment analysis tool designed to analyze tweets and determine their emotional tone. It leverages advanced AI models, specifically FinBERT and VADER, to provide accurate sentiment detection. Whether you're tracking brand reputation, monitoring customer feedback, or analyzing public opinion, X Sentiment offers a powerful solution for understanding sentiment in real-time.

Features

• Advanced Sentiment Detection: Utilizes FinBERT and VADER for precise sentiment analysis. • Real-Time Analysis: Quickly processes and analyzes tweets as they appear. • Customizable Filters: Allows users to focus on specific hashtags, keywords, or accounts. • Bulk Processing: Supports the analysis of large volumes of tweets simultaneously. • Data Visualization: Provides clear and actionable insights through visual representations of sentiment data.

How to use X Sentiment ?

  1. Install the Tool: Download and install X Sentiment on your system.
  2. Gather Data: Collect the tweets you want to analyze using Twitter's API or a pre-collected dataset.
  3. Run Analysis: Input the tweet data into X Sentiment and select the desired analysis settings.
  4. Review Results: Examine the sentiment analysis outputs, which may include positive, negative, or neutral classifications.

Frequently Asked Questions

What algorithms does X Sentiment use for analysis?
X Sentiment uses FinBERT (a financial-specific BERT model) and VADER (a rule-based sentiment analysis tool) to ensure high accuracy in sentiment detection.

Can I analyze tweets from specific accounts or hashtags?
Yes, X Sentiment allows you to filter and focus on tweets from specific accounts, hashtags, or keywords to refine your analysis.

Does X Sentiment require an internet connection to work?
Yes, X Sentiment requires an internet connection to access Twitter's API for real-time tweet collection and analysis.

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