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@@ -11,6 +11,8 @@ short_description: SentimentSpark
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  ---
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  dataset_info:
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  features:
 
 
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  - name: text
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  dtype: string
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  - name: label
@@ -20,30 +22,31 @@ dataset_info:
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  num_examples: 4
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  - name: test
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  num_examples: 1
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- download_size: 1500
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- dataset_size: 1500
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  license: apache-2.0
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  task_categories:
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  - text-classification
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  tags:
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  - sentiment-analysis
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  - text
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- - natural-language-processing
 
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  pretty_name: SentimentSpark
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  language:
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  - en
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  ---
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- # 🌟 SentimentSpark: A Vibrant Sentiment Analysis Dataset πŸš€
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  **Welcome to *SentimentSpark*!**
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- This dataset ignites your text classification projects with a sparkling collection of sentiment-labeled reviews. Perfect for researchers, data scientists, and NLP enthusiasts, *SentimentSpark* offers a compact yet expressive dataset to train and test sentiment analysis models. πŸŽ‰
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  ---
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- ## πŸ“– Overview
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- *SentimentSpark* is a professionally curated dataset designed for **sentiment analysis**, featuring short text reviews paired with **positive** or **negative** labels. With its emoji-enriched text and clean structure, it’s ideal for quick prototyping, educational purposes, or benchmarking small-scale NLP models. 🌍
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  - **Homepage**: [https://huggingface.co/datasets/your-username/SentimentSpark](https://huggingface.co/datasets/your-username/SentimentSpark)
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  - **Repository**: [https://huggingface.co/datasets/your-username/SentimentSpark](https://huggingface.co/datasets/your-username/SentimentSpark)
@@ -54,13 +57,14 @@ This dataset ignites your text classification projects with a sparkling collecti
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  ---
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- ## πŸ—‚οΈ Dataset Structure
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  ### πŸ“‹ Data Instances
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- Each instance includes a text review and its sentiment label. Here’s a sample:
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  ```json
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  {
 
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  "text": "This app is absolutely amazing! 🌟",
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  "label": "positive"
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- }
 
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  ---
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  dataset_info:
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  features:
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+ - name: index
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+ dtype: int64
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  - name: text
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  dtype: string
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  - name: label
 
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  num_examples: 4
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  - name: test
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  num_examples: 1
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+ download_size: 2000
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+ dataset_size: 2000
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  license: apache-2.0
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  task_categories:
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  - text-classification
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  tags:
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  - sentiment-analysis
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  - text
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+ - nlp
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+ - emoji
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  pretty_name: SentimentSpark
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  language:
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  - en
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  ---
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+ # πŸŒ‘ SentimentSpark: Ignite Your NLP Journey πŸ”₯
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  **Welcome to *SentimentSpark*!**
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+ This dataset lights up your sentiment analysis projects with a sleek, emoji-rich collection of text reviews. Designed for researchers, developers, and NLP enthusiasts, *SentimentSpark* is a compact, high-quality dataset for training and evaluating text classification models. πŸš€
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  ---
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+ ## 🌟 Overview
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+ *SentimentSpark* is a professionally curated dataset for **sentiment analysis**, featuring indexed text reviews with **positive** or **negative** labels. Its dark-themed presentation and emoji accents make it a modern, engaging resource for prototyping, education, or benchmarking. 🌍
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  - **Homepage**: [https://huggingface.co/datasets/your-username/SentimentSpark](https://huggingface.co/datasets/your-username/SentimentSpark)
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  - **Repository**: [https://huggingface.co/datasets/your-username/SentimentSpark](https://huggingface.co/datasets/your-username/SentimentSpark)
 
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  ---
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+ ## πŸ“Š Dataset Structure
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  ### πŸ“‹ Data Instances
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+ Each instance includes an index, a text review, and a sentiment label. Example:
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  ```json
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  {
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+ "index": 1,
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  "text": "This app is absolutely amazing! 🌟",
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  "label": "positive"
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+ }