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Halloween Amazon Review Text Dataset
Reviews & Ratings
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
This dataset provides a valuable collection of user reviews for popular Halloween costumes sold on Amazon as of November 2020. It offers an excellent resource for those looking to enhance their skills in Natural Language Processing (NLP), particularly in text preprocessing and feature extraction. The dataset's context is rooted in the 2020 Halloween season, making it relevant for analysing consumer sentiment and trends around seasonal retail.
Columns
The dataset includes the following columns:
- text: Contains the main body of the review written by the user.
- date: Indicates the specific date on which the review was published.
- title: Represents the title given to the review by the user.
- rating: Displays the number of stars awarded by the reviewer, indicating their satisfaction level.
- product name: Specifies the name of the product (Halloween costume) being reviewed.
Distribution
The data files are typically provided in CSV format. The dataset contains popular costume reviews from the Amazon website, encompassing user review texts, titles, scores, publishing dates, and locations. While specific numbers for rows or records are not explicitly available, there are 7675 unique values for product names and 2247 unique values for dates within the dataset.
Usage
This dataset is ideally suited for:
- Aspiring data scientists aiming to sharpen their text preprocessing abilities.
- Practitioners focusing on feature extraction from unstructured text data.
- Projects involving Natural Language Processing (NLP) and text analysis.
- Analysis of consumer behaviour and sentiment in the retail sector, particularly around holidays.
Coverage
The dataset has global geographic coverage, with review publishing locations noted. It spans reviews collected around Halloween 2020, specifically as of November 2020. The 'date' column within the dataset provides the exact publishing date for each review. There are no specific notes on data availability limitations for particular groups or years beyond this time frame.
License
CC0
Who Can Use It
This dataset is designed for a variety of users, including:
- Data scientists and analysts interested in text mining and NLP.
- Researchers studying consumer trends and sentiment in e-commerce.
- Students undertaking projects in data analysis, particularly those involving unstructured text.
- Anyone looking to practice and develop their text preprocessing and feature extraction skills.
- Individuals interested in retail, shopping, holidays, and cultural events analysis.
Dataset Name Suggestions
- Amazon Halloween Costume Reviews 2020
- 2020 Halloween Costume Consumer Feedback
- Halloween Amazon Review Text Dataset
- Popular 2020 Costume Reviews
Attributes
Original Data Source: Popular Halloween 2020 Costumes Amazon Reviews
QUALITY