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Bengali Political Sentiment Dataset
Social Media and Networking
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Free
About
This dataset features YouTube comments, primarily gathered from political news videos concerning Bangladesh. The comments are written in Bengali, and include emojis that convey a range of emotions and opinions. These comments offer distinct insights into public sentiment and reactions to political events, figures, and policies within Bangladesh. The dataset is particularly valuable for Natural Language Processing (NLP) tasks such as sentiment analysis, emotion detection, and opinion mining. It allows researchers to analyse public sentiment, emotional expression, and political views conveyed through text and emojis in Bengali. Key features include authentic Bengali language use, the presence of emojis for capturing non-verbal cues, and a specific focus on political news context within Bangladesh.
Columns
- Comment: Contains the YouTube comments.
- Label: Categorises the sentiment of the comment as either 'Positive' or 'Negative'.
- Language: Indicates the language of the comment, which is 'Bangla'.
Distribution
The dataset contains 1380 entries. Based on the sentiment labels, approximately 70% of the comments are Negative, while 30% are Positive. The language is consistently Bengali, represented as 'Bangla'. Data files are typically provided in CSV format.
Usage
This dataset is ideal for various applications, including:
- NLP tasks: Sentiment analysis, emotion detection, and opinion mining.
- Social, political, and media analysis: Studying public sentiment and reactions to political events in Bangladesh.
- Academic research: Exploring emotional expression and political opinions through text and emojis in Bengali.
Coverage
The geographic scope of the dataset is Bangladesh. It captures public sentiment related to political events within the country. A specific time range for data collection is not specified within the provided information. The data reflects the general public's reactions and opinions expressed on political YouTube videos.
License
CC-BY
Who Can Use It
- Researchers: For academic studies on sentiment analysis, emotion detection, and opinion mining in Bengali.
- Data Scientists and NLP Practitioners: For developing and testing models for text classification and social media analysis.
- Political Analysts: To gauge public opinion and reactions to political developments in Bangladesh.
- Organisations interested in media analysis: To understand how political news is perceived by the public.
Dataset Name Suggestions
- Bangladeshi YouTube Political Comments
- Bengali Political Sentiment Dataset
- YouTube Bangladesh Political Discourse
- Bangladesh Political Comment Analysis
Attributes
Original Data Source: Bangla Dataset on Youtube Political Comments |NLP
QUALITY