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Emoji Meaning in Arabic Dataset
Social Media and Networking
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Free
About
This dataset features over 1500 emojis, each accompanied by its Arabic meaning, sentiment classification (Positive, Negative, or Mixed), and Unicode representation [1]. It has been meticulously cleaned and filtered to ensure readability and the removal of any inappropriate terms [1]. This resource is particularly valuable for various natural language processing (NLP) tasks, sentiment analysis, developing emoji-based chatbots, and training artificial intelligence (AI) language models that support Arabic text [1].
Columns
- ID: A serial number for each row [2].
- Emoji: The actual emoji character [2].
- Unicode: The Unicode representation of the emoji, facilitating straightforward integration [1, 2].
- Sentiment: A label indicating the emoji's sentiment, categorised as Positive, Negative, or Mixed [1, 2].
- Description_Arabic: A culturally appropriate explanation of the emoji’s meaning in Arabic [2].
Distribution
The dataset is primarily available in CSV format [2, 3]. A sample file contains 500 rows [2], while the full dataset encompasses more than 1500 unique emojis [1, 4]. Sentiment labels within the dataset show a distribution of approximately 77% Neutral, 14% Positive, and 8% Other [4].
Usage
This dataset is ideal for a range of applications, including:
- Developing AI and machine learning models for text processing [1].
- Conducting sentiment analysis on Arabic content [1].
- Training and enhancing emoji-based chatbot functionalities [1].
- Building AI language models that require understanding of Arabic emojis [1].
- General NLP research and development for the Arabic language [1].
Coverage
The dataset focuses on Arabic language support for emojis [1, 2]. It includes over 1500 distinct emoji characters [1] and has a global region coverage [5].
License
CCO
Who Can Use It
This dataset is particularly suitable for:
- AI/ML Developers: For training models in Arabic NLP and sentiment analysis [1].
- Data Scientists: To perform in-depth analysis of emoji usage and sentiment in Arabic text [1].
- Chatbot Developers: For creating more nuanced and context-aware Arabic chatbots [1].
- Researchers: For academic studies on digital communication and sentiment in Arabic [1].
- Organisations: Looking to enhance their AI products with Arabic language capabilities [1].
Dataset Name Suggestions
- Arabic Emoji Sentiment Data
- Arabic Emoji NLP Dataset
- Emoji Meaning in Arabic Dataset
- Arabic Sentiment Emoji Corpus
Attributes
Original Data Source: Arabic Emoji Meanings Dataset – 1500+ Emojis with
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