In 2023, grocery was the most popular category for online shoppers in the United Kingdom among regular e-shoppers. Up to 56 percent of survey respondents had bought groceries via the internet in the previous six months as of July 2023. The second most-purchased products were fashion items, at 55 percent. Beauty and health care came in third, with 52 percent of UK shoppers ordering them online.

This database contains medical device names and associated information developed by the Center. It includes a three letter device product code and a Device Class that refers to the level of CDRH regulation of a given device.

When asked about "Interest in product categories", most UK respondents pick "Clothing" as an answer. 70 percent did so in our online survey in 2024. Find this and more survey data on interest in product categories in our Consumer Insights tool. Filter by countless demographics, drill down to your own, hand-tailored target audience, and compare results across countries worldwide.

CPCat (Chemical and Product Categories) is a database containing information mapping more than 43,000 chemicals to a set of terms categorizing their usage or function. Internet Archive URL: https://web.archive.org/web/*/https://actor.epa.gov/cpcat/faces/download.xhtml

When asked about "Interest in product categories", most U.S. respondents pick "Food & beverages" as an answer. 65 percent did so in our online survey in 2024. Find this and more survey data on interest in product categories in our Consumer Insights tool. Filter by countless demographics, drill down to your own, hand-tailored target audience, and compare results across countries worldwide.

Context

• The growing e-commerce industry presents us with a large dataset waiting to be scraped and researched. In addition to professionally shot high-resolution product images, we also have multiple label attributes describing the product which were manually entered while cataloging. To add, we also have descriptive text commenting on the product characteristics.

Content

• Each product is identified by an ID like 42431. You will find a map of all the products in styles.csv. From here, you can fetch the image for this product from images/42431.jpg. To get started easily, we have exposed some key product categories and their display names in styles.csv.

Inspiration

So what can you try building? Here are some suggestions: - Start with an image classifier. Use the masterCategory column from styles.csv and train a convolutional neural network. - Try adding more sophisticated classification by predicting the other category labels in styles.csv

In 2019, entertainment products were the most popular category among online shoppers in Costa Rica, with 82 percent of respondents saying they usually buy these. Electronic and IT products came in second, with 69 percent of participants, followed by clothing, shoes, and jewerly, with 50 percent.

According to a survey on e-commerce and online shopping in Kazakhstan as of November 2023, roughly two-thirds of the respondents preferred to shop household products online. This was followed by electronics and household appliances products with 65 percent of the survey participants.

Clothing and accessories were the most popular online products for Dutch consumers in 2022. 57 percent of respondents in the Netherlands said that they purchased fashion items in the last six months. Food and beverages were also an important product category for the Dutch, as nearly half of consumers bought this online.

Context

Product images provide a better first impression. According to a survey, more than **63 percent ** of consumers say that good product images are more important than product descriptions. For an e-commerce platform, good quality product images are instrumental in convincing shoppers to buy. Product images can help shoppers to get a better virtual “feel” about the product and engage on a deeper level.

Content

Collection of over 2900 product images under Apparel and Footwear category. Two gender types Boys and Girls under Apparel, similarly Men and Women under Footwear.
Each image is identified by an unique ID(ProductId) like 10054. fashion.csv contains additional details about the products like title, description, category, gender etc.

Inspiration

The dataset can be used for multiple purpose like - - Category and Subcategory Classification - Visual(Image) Similarity based Recommendation System - Custom NER(colour, gender, category etc.) Recognition - Generative Adversarial Networks (GANs) for image generation/translation

United States E-Commerce Transactions: AOV: Lifestyle: Jewelry & Luxury Products data was reported at 226.824 USD in 19 Oct 2024. This records an increase from the previous number of 225.648 USD for 18 Oct 2024. United States E-Commerce Transactions: AOV: Lifestyle: Jewelry & Luxury Products data is updated daily, averaging 165.202 USD from Dec 2018 (Median) to 19 Oct 2024, with 2119 observations. The data reached an all-time high of 291.733 USD in 26 May 2022 and a record low of 98.144 USD in 04 Apr 2020. United States E-Commerce Transactions: AOV: Lifestyle: Jewelry & Luxury Products data remains active status in CEIC and is reported by Grips Intelligence Inc.. The data is categorized under Global Database’s United States – Table US.GI.EC: E-Commerce Transactions: by Category.

According to a survey on e-commerce and online shopping in Thailand as of January 2023, around 70 percent of the respondents prefer to shop fashion products online. This was followed by beauty and personal care products with around 49.7 percent of the survey participants.

Food was the fastest growing e-commerce category in Russia. In 2021, the revenue from online food sales increased by 138 percent compared to the previous year. Furthermore, pet goods recorded a 123 percent growth in online sales revenue.

This statistic shows the results of a survey on shopping with coupons in Germany in 2014. During the survey period it was found that 32.2 percent of male German consumers stated that coupons could motivate them to purchase media products like books, newspapers, DVDs and CDs.

The statistic shows the leading pet product categories in the United States in the 52 weeks ending October 4, 2020, based on sales. In that year, pet food was the leading pet product category in the United States with sales of approximately 12.55 billion U.S. dollars.

The statistic shows the leading product categories purchased in U.S. pharmacies in 2014. The survey revealed that, outside of prescriptions, the top product category for consumers was OTC/VMS at 73 percent.

Context

This dataset was created by our in-house Web Scraping and Data Mining teams at PromptCloud and DataStock. You can download the full dataset here. This sample contains 5K records. You can download the full dataset here

Content

Total Records Count : 53584  Domain Name : walmart.com  Date Range : 01st Jan 2021 - 28th Feb 2021   File Extension : tsv

Available Fields : Uniq Id, Crawl Timestamp, Product Id, Product Company Type Source, Product Category Group Code, Product Category Code, Product Market Code, Product Sector Code, Product Brand Code, Retailer, Product Category, Product Brand, Product Name, Product Price, Sku, Upc, Product Url, Market, Product Description, Product Currency, Product Available Inventory, Product Image Url, Product Model Number, Product Tags, Product Contents, Product Rating, Product Reviews Count, Bsr, Joining Key, Expected Category Count, Expected Brand Count 

Acknowledgements

We wouldn't be here without the help of our in house web scraping and data mining teams at PromptCloud and DataStock.

Inspiration

This dataset was created keeping in mind our data scientists and researchers across the world.

This statistic shows the results of a survey on the most popular e-commerce products and services in Germany from 2015 to 2021. In 2021, over one third of the German-speaking population aged 14 years and older had bought clothing via the internet.

E-commerce users in Portugal mainly bought clothing, meals, and cosmetics online in 2023. More than six of every ten survey respondents said they had bought apparel, footwear, or fashion accessories on the internet in the previous three months. Only 2.5 percent of Portuguese online shoppers purchased movies or series in physical format on the internet in the same period.

The North American Product Classification System (NAPCS) is a joint multi-phase initiative to develop a comprehensive demand-oriented product classification developed by the statistical agencies of Canada, Mexico, and the United States. Work to date has focused on the products produced by service industries in 12 NAICS sectors 48-49 through 81. With that work provisionally complete, this web page provides an overview of and progress report on the NAPCS initiative and presents the final versions of the product lists developed so far for the service industries included in those 12 sectors.

Work is underway developing NAPCS products of industries in NAICS sectors not yet covered (Sector 11: Agriculture, Forestry, Fishing and Hunting, Sector 21: Mining, Sector 22: Utilities, Sector 23: Construction, Sector 31-33: Manufacturing, Sector 42: Wholesale Trade, and Sector 44-45: Retail Trade). Provisional lists will be announced on this site as they are decided.