About Dataset
Dataset Clarification
- This dataset was crawled from the TIKI e-commerce platform, a leading online marketplace in Vietnam often compared to Amazon.
- The primary objective of this dataset is to predict the quantity sold of each product. Additional analyses and tasks can also be performed using this dataset.
- The data primarily includes popular items based on TIKI's product rankings, aiming to provide a manageable dataset without empty or inactive product IDs.
Note
- The main language of the dataset is Vietnamese UTF-8.
- Prices are listed in Vietnamese Dong (VND). For reference, 1 USD equals approximately 24,000 VND (as of September 2023).
Files Arrangement
- The dataset consists of multiple .csv files, each representing a root category of products on TIKI.
- All files share the same format and feature structure, including headers.
Features Explanation
- id: Unique product ID.
- name: Product title.
- description: Product description.
- original_price: Price without any discounts.
- price: Current price, which may include discounts.
- fulfillment_type: Method of fulfillment (dropship, seller_delivery, tiki_delivery).
- brand: Brand information (OEM or registered brands).
- review_counts: Number of reviews received.
- rating_average: Average rating of the product.
- favorite_count: Number of users who have added this product to their favorites.
- pay_later: Indicates whether the product allows a purchase now pay later program.
- current_seller: Name of the seller.
- date_created: Number of days since the last update or creation date.
- number_of_images: Number of images associated with the product.
- vnd_cashback: Amount of VND cashback offered.
- has_video: Boolean indicating if the product has a video clip.
- quantity_sold: Historical total units sold of the product.