MichaelAndreasTjendra/shopee-dataset

Shopee Product Listings Dataset

Daily snapshots of Shopee product listings across Taiwan and Southeast Asian marketplaces with variant pricing, seller metrics, ratings, and shipping data.

This dataset is a preview sample of the Shopee dataset published by Rebrowser. If you're doing academic research, you may be eligible for free access to a much larger slice — see Free Datasets for Research.

This dataset contains 1 entity, each in its own folder: Product Details (product-details). See below for a full field breakdown, sample counts, and data distributions for each.

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Product Details

Shopee product listings with variant pricing, discount percentages, seller ratings, shop metrics, shipping options, and category data across Southeast Asian marketplaces.

22,149,456 total records from 2025-10-26 to 2026-02-01, up to 30,000 rows in this sample (0.14% of full dataset). Exported as one file per day, up to 1,000 rows each, last 30 days retained.

Field	Type	Fill Rate	Description
_primaryKey	string	100%	Unique identifier for this record
_firstSeenAt	datetime	100%	First time this record was seen
_lastSeenAt	datetime	100%	Last time this record was updated
itemId	string	100%	Unique Shopee product ID
shopId	string	100%	Shopee shop/seller ID
title	string	100%	Product title/name
description	string	95%	Product description text
status	string	100%	Item status (normal, banned, deleted)
condition	float	100%	Product condition (1 = new, 2 = used)
catId	float	100%	Primary category ID
categories	json	100%	Array of category objects with catid and display_name
brand	string	20%	Product brand name
brandId	float	20%	Brand ID
currency	string	100%	Currency code (TWD, MYR, SGD, etc.)
price 🔒	float	100%	Current price (raw value from API, typically multiplied by 100000)
priceMin	float	100%	Minimum price for products with variants (raw value)
priceMax	float	100%	Maximum price for products with variants (raw value)
priceBeforeDiscount 🔒	float	92%	Original price before discount (raw value)
priceMinBeforeDiscount 🔒	float	100%	Minimum price before discount for variants (raw value)
priceMaxBeforeDiscount 🔒	float	100%	Maximum price before discount for variants (raw value)
discount	float	100%	Discount percentage (0-100)
ratingAvg	float	100%	Average rating (0-5 stars)
ratingCount	float	100%	Total number of ratings
commentCount	float	100%	Number of reviews/comments
likedCount	float	100%	Number of likes/favorites
shopLocation	string	97%	Seller location/city
isAdult	bool	100%	Whether product is adult-only
isPreOrder	bool	100%	Whether product is pre-order
estimatedDays	float	100%	Estimated shipping/processing days for pre-order
isFreeShipping	bool	100%	Whether free shipping is available
isServiceByShopee	bool	100%	Whether fulfilled by Shopee (FBS)
images	array	100%	Array of all product image IDs
models 🔒	json	100%	Array of product variants/SKUs with fields: item_id, name, promotion_id, price, price_before_discount, model_id, is_clickable, is_grayout, stock
createdAt	datetime	100%	Product creation timestamp
shopName	string	100%	Shop/seller name
shopRating	float	84%	Shop average rating (0-5)
shopResponseRate	float	98%	Shop response rate percentage (0-100)
shopResponseTime	float	100%	Average shop response time in seconds
shopFollowerCount	float	100%	Number of shop followers
shopItemCount	float	100%	Number of products in shop
shopCreatedAt	datetime	100%	Shop creation timestamp
isOfficialShop	bool	100%	Whether shop is official/verified
shopRatingGood	float	100%	Number of positive shop ratings
shopRatingNormal	float	100%	Number of neutral shop ratings
shopRatingBad	float	100%	Number of negative shop ratings
isShopeeVerified	bool	100%	Whether shop is Shopee verified
shopDetailedLocation	string	97%	Shop location from shop details
isIndividualSeller	bool	0%	Whether seller is an individual (not a business)
isMart	bool	0%	Whether product is from Shopee Mart
shippingFeeMin	float	100%	Minimum shipping fee (raw value)
modelsCount	float	100%	Number of product variants/SKUs
productUrl 🔒	string	100%	Full URL to the Shopee product page

🔒 Premium fields are included in the data files but their values are replaced with [PREMIUM]. To access real values, use our website.

Field Distributions

Products by Currency (Market) (currency)

Value	Count	Share
TWD	22,149,456	████████████████████ 100.0%

Item Status Distribution (status)

Value	Count	Share
normal	17,276,123	████████████████░░░░ 78.0%
new	3,057,410	███░░░░░░░░░░░░░░░░░ 13.8%
banned	1,809,162	██░░░░░░░░░░░░░░░░░░ 8.2%
offensive_hide	6,761	░░░░░░░░░░░░░░░░░░░░ 0.0%

Product Condition (New vs Used) (condition)

Value	Count	Share
New	22,007,301	████████████████████ 99.4%
4	138,845	░░░░░░░░░░░░░░░░░░░░ 0.6%
0	3,310	░░░░░░░░░░░░░░░░░░░░ 0.0%

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Pre-built Views on Rebrowser

Rebrowser web viewer lets you filter, sort, and export any slice of this dataset interactively. These pre-built views are ready to open:

Product Details

Products with Customer Ratings — 2,919,872 records

↳ [{"field":"ratingCount","op":"gt","value":10},{"sort":"ratingCount DESC"}]

All Products — 30,849,910 records

↳ [{"sort":"createdAt DESC"}]

Products with Active Discounts — 10,381,368 records

↳ [{"field":"discount","op":"gte","value":10},{"sort":"discount DESC"}]

Products with Free Shipping — 399,475 records

↳ [{"field":"isFreeShipping","op":"isTrue"},{"sort":"likedCount DESC"}]

Official Shop Products — 1,149,770 records

↳ [{"field":"isOfficialShop","op":"isTrue"},{"sort":"shopItemCount DESC"}]

See all 20 views →

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Code Examples

import pandas as pd
from pathlib import Path

# Load the last 7 days of Shopee product snapshots
files = sorted(Path('rebrowser/shopee-dataset/product-details/data').glob('*.parquet'))[-7:]
df = pd.concat([pd.read_parquet(f) for f in files])

# Top 20 brands by number of listings
print(df['brand'].value_counts().head(20).to_string())

# Average rating and review count by currency (market)
market_stats = df.groupby('currency').agg(
    avg_rating=('ratingAvg', 'mean'),
    avg_reviews=('commentCount', 'mean'),
    listings=('itemId', 'count')
).sort_values('listings', ascending=False)
print(market_stats.to_string())

# Products with the deepest discounts (30%+)
deep_discounts = df[df['discount'] >= 30].sort_values('discount', ascending=False)
print(deep_discounts[['title', 'brand', 'currency', 'priceMin', 'discount', 'ratingAvg']].head(20)
      .to_string(index=False))

# Top shops by follower count
top_shops = (df.drop_duplicates('shopId')
             .nlargest(15, 'shopFollowerCount')
             [['shopName', 'shopRating', 'shopFollowerCount', 'shopItemCount']])
print(top_shops.to_string(index=False))

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Use Cases

Pricing Strategy Research

Compare variant-level pricing across sellers and categories to identify discount patterns and competitive positioning on Shopee marketplaces.

Seller Benchmarking

Rank shops by ratings, response rates, follower counts, and product volume. Identify traits that distinguish top-performing Shopee sellers.

Market Entry Analysis

Evaluate product density, competition levels, and pricing ranges by category and currency to assess expansion opportunities across Southeast Asian markets.

Promotion Pattern Detection

Study discount percentages, pre-order adoption, and free shipping rates across product categories to understand promotional dynamics.

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Full Dataset on Rebrowser

This is a 1,000-row preview sample. The full dataset is at rebrowser.net/products/datasets/shopee

Doing academic research? You may qualify for free access to a larger slice. See Free Datasets for Research.

On Rebrowser you can:

• Filter before you buy — use the web UI to apply filters on any field and sort by any column. Preview results before purchasing. You only pay for records that match your criteria.
• Export in your format — CSV, JSON, JSONL, or Parquet depending on your plan.
• Access via API — integrate dataset queries into your pipelines and workflows.
• Choose your freshness — plans range from a 14-day lag to real-time data with no delay.
• Select only the fields you need — keep exports lean. Premium fields with richer data are available on higher plans.

Pricing starts at $2 per 1,000 rows with volume discounts.

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License & Terms

Free for research and non-commercial use with attribution. See license terms and how to cite.

@misc{rebrowser_shopee,
  author       = {Rebrowser},
  title        = {Shopee Product Listings Dataset},
  year         = {2026},
  howpublished = {\url{https://rebrowser.net/products/datasets/shopee}},
  note         = {Accessed: YYYY-MM-DD}
}

Commercial use requires a paid license — see pricing. Use of this data is governed by the Rebrowser Terms of Use, which may be updated at any time independently of this dataset.

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Disclaimer

Rebrowser is an independent data provider and is not affiliated with, endorsed by, or sponsored by Shopee. Any trademarks are the property of their respective owners. This dataset is compiled from publicly available information; we do not request or collect Shopee user credentials. By using this dataset, you agree to comply with Shopee's Terms of Service and all applicable laws and regulations. Images, logos, descriptions, and other materials included in this dataset remain the intellectual property of their respective owners and are provided solely for informational purposes. Rebrowser makes no warranties regarding the accuracy, completeness, or legality of the data and assumes no liability for how the data is used. You are solely responsible for ensuring that your use of this dataset does not infringe on the rights of any third party.

You can also find this data on GitHub, Kaggle, Zenodo.