Sentiment Analysis Text Classification 📈

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What is the Sentiment Analysis Online Tool?

The Sentiment Analysis Online Tool is an AI-powered tool designed to evaluate the sentiment of any text you submit. This tool can categorize the text as positive 👍, neutral 😐, or negative 👎 and provides a confidence score to show how accurate the classification is.

🛠️ How to Use

📝 Submit your text → 🤖 The AI model analyzes it → 📊 It classifies the sentiment as positive, neutral, or negative → 🏅 Receive a confidence score for the result

🕵️‍♂️ Monitor sentiment on social media platforms 🌟 Analyze customer reviews to gauge satisfaction 🗣️ Track brand mentions online and gain insights into public opinion

💸 Pricing

This scraper operates on a pay-per-month basis at a cost of $9.90/month.

🌟 Looking for more sentiment analysis tools?

Check out the scrapers below to gather different types of reviews and comments from various platforms. Each tool is tailored for specific tasks, such as analyzing sentiment on social media, collecting hotels and product reviews, and extracting comments from YouTube, Facebook, and Airbnb. Dive in and explore these options:

• 💬 YouTube Comments Scraper
• Facebook Comments Scraper (All-in-One) 💬
• YouTube Transcript Video Scraper 📝 (⚡ Fast & 💸 Cheap)
• 🌐 AirBNB reviews scraper (Fast & cheap)

🔑 YouTube Channel Scraper Input

The YouTube Channel Data Scraper requires a specific input format. Provide a JSON object with the URL of the YouTube video.

{
"Texts":[
"I am so happy with this product!",
"This is the worst experience I've ever had.",
"The weather is nice today.",
"I feel great about this decision.",
"I am not sure if I made the right choice."
]
}

📊 YouTube Scraper Data Output

The YouTube Channel Data Scraper will extract the following information for each video and store it in the Apify dataset. After the run is complete, you can download the data in various formats (JSON, CSV, XML, RSS, or HTML Table).

[
{
"input text":"I am so happy with this product!",
"finalClassification":"Positive",
"value":0.6468,
"language":"en",
"negativeScore":0,
"neutralScore":0.539,
"positiveScore":0.461,
"wordCount":7,
"sentenceCount":1,
"emotionStrength":0.461,
"languageDetectionConfidence":0.99
},
{
"input text":"This is the worst experience I've ever had.",
"finalClassification":"Negative",
"value":-0.6249,
"language":"en",
"negativeScore":0.369,
"neutralScore":0.631,
"positiveScore":0,
"wordCount":8,
"sentenceCount":1,
"emotionStrength":0.369,
"languageDetectionConfidence":0.99
},
{
"input text":"The weather is nice today.",
"finalClassification":"Positive",
"value":0.4215,
"language":"en",
"negativeScore":0,
"neutralScore":0.588,
"positiveScore":0.412,
"wordCount":5,
"sentenceCount":1,
"emotionStrength":0.412,
"languageDetectionConfidence":0.99
},
{
"input text":"I feel great about this decision.",
"finalClassification":"Positive",
"value":0.6249,
"language":"en",
"negativeScore":0,
"neutralScore":0.494,
"positiveScore":0.506,
"wordCount":6,
"sentenceCount":1,
"emotionStrength":0.506,
"languageDetectionConfidence":0.99
},
{
"input text":"I am not sure if I made the right choice.",
"finalClassification":"Negative",
"value":-0.2411,
"language":"en",
"negativeScore":0.219,
"neutralScore":0.781,
"positiveScore":0,
"wordCount":10,
"sentenceCount":1,
"emotionStrength":0.219,
"languageDetectionConfidence":0.99
}
]

🤖 Can I integrate this text analysis tool with other apps?

Yes, definitely! The Sentiment Analysis Online Tool can be seamlessly integrated with a variety of cloud services and web applications using Apify's platform integrations. You can link it with tools like Zapier, Slack, Make, Airbyte, LangChain, and more.

Additionally, you can set up webhooks to trigger actions based on specific events, such as receiving notifications whenever the Social Media Sentiment Analysis Tool completes a run.

💬 We value your feedback!

We're constantly working on enhancing the performance of our tools. If you have any technical suggestions or encounter any bugs with the text analysis tool, please feel free to create an issue in the "Issues" tab.