To help you get started, we've compiled a variety of datasets and APIs from which to gain inspiration. Many of these datasets have already been cleaned and normalized, so they are ready to be explored using AI tools. The use of these datasets is often intended for research purposes only. If you want to use the data in your startup, be sure to read any associated license agreements to understand if there are commercial restrictions. Also note that you are not restricted to basing your idea on the data sets below. You may discover other open source data sets that inspire your creativity or you may bring your own proprietary data sets if you wish.
And if there’s a data set you think we should add to the list, please send it to us.
1. Market Trends and Reports: Market research firms and organizations publish reports and data on e-commerce market trends, including overall industry growth, sector-specific analyses, and regional market insights.
2. Online Retailers and Marketplaces: Data from online retailers and e-commerce platforms, including sales figures, product categories, customer reviews, and seller performance.
3. Consumer Behavior and Demographics: Data on consumer preferences, shopping behavior, purchasing patterns, and demographic information related to e-commerce transactions.
4. Website Traffic and Analytics: Metrics related to website traffic, user engagement, conversion rates, and bounce rates for e-commerce websites.
5. Payment and Transaction Data: Information on payment methods, transaction volumes, and online payment trends in e-commerce.
6. Supply Chain and Logistics: Data related to order fulfillment, shipping, delivery times, and logistics in e-commerce operations.
7. Product Catalogs and Attributes: Information on product catalogs, SKUs, product attributes, and pricing data from online retailers.
8. Cross-Border E-commerce: Data on international e-commerce transactions, cross-border sales, and export-import trends.
9. Mobile Commerce (M-Commerce): Data on mobile shopping, mobile app usage, and mobile commerce trends.
10. Customer Reviews and Ratings: User-generated content in the form of customer reviews, ratings, and feedback on products and services.
11. Social Media and Influencer Marketing: Data related to e-commerce activities on social media platforms, influencer marketing, and social commerce trends.
12. Competitive Analysis: Data for competitive intelligence, including competitor pricing, promotions, and market positioning.
13. E-commerce Technologies and Solutions: Information on e-commerce platforms, software solutions, and digital tools used by online retailers.
14. E-commerce Events and Conferences: Data and insights from industry events and conferences focused on e-commerce topics.
15. Startups and Venture Capital: Data on e-commerce startup funding, investment trends, and emerging players in the industry.
16. Digital Advertising and Marketing: Data on online advertising spend, digital marketing strategies, and e-commerce advertising trends.
17. Regulatory and Policy Information: Data on e-commerce regulations, cross-border trade policies, and taxation on digital transactions.
18. E-commerce Innovations and Technologies: Information on emerging technologies and innovations impacting the e-commerce landscape.
19. E-commerce Case Studies and Success Stories: Real-world examples and case studies showcasing successful e-commerce strategies and implementations.
20. E-commerce Surveys and Customer Feedback: Data from consumer surveys and feedback forms related to e-commerce experiences.
1. United Nations Conference on Trade and Development (UNCTAD) - e-Commerce and Digital Economy Reports: - Description: UNCTAD offers reports and data on e-commerce trends, digital economy developments, and cross-border e-commerce statistics. - URL: https://unctad.org/topic/ict-and-e-commerce
2. eMarketer: - Description: Provides market research and data on e-commerce, digital marketing, and consumer trends. - URL: https://www.emarketer.com/
3. Statista: - Description: Statista offers statistics, market forecasts, and data on various e-commerce topics, including online retail, e-commerce platforms, and user behavior. - URL: https://www.statista.com/
4. eCommerceDB: - Description: A comprehensive database with e-commerce market data, including market size, top e-commerce players, and regional trends. - URL: https://ecommercedb.com/
5. Digital Commerce 360: - Description: Provides research and data on the e-commerce industry, online retailers, and e-commerce technology. - URL: https://www.digitalcommerce360.com/
6. Eurostat - E-commerce Statistics: - Description: Eurostat offers official statistics on e-commerce in the European Union, covering online purchases, online sales, and e-commerce enterprises. - URL: https://ec.europa.eu/eurostat/web/ict/e-commerce
7. U.S. Census Bureau - E-Stats: - Description: Provides statistical data on e-commerce sales and the share of e-commerce in total retail sales in the United States. - URL: https://www.census.gov/retail/mrts/www/data/pdf/ec_current.pdf
8. eBay Data Lab: - Description: Offers data insights and research on eBay marketplace trends, seller behavior, and consumer habits. - URL: https://www.ebay.com/ebaydata
9. IBM - U.S. Retail Index: - Description: Provides data and insights on the U.S. retail industry, including e-commerce trends and consumer behavior. - URL: https://www.ibm.com/industries/retail/us-retail-index
10. Mastercard SpendingPulse: - Description: Offers data on retail and e-commerce sales based on Mastercard transactions, providing insights into consumer spending trends. - URL: https://www.mastercardservices.com/en/research/mastercard-spendingpulse.html
11. U.S. Department of Commerce - Monthly Retail Trade Report: - Description: Includes data on e-commerce sales as part of the monthly retail trade report in the United States. - URL: https://www.census.gov/retail/mrts/www/data/pdf/ec_current.pdf
12. Deloitte - Global Powers of Retailing Report: - Description: Deloitte's annual report provides data and analysis on the world's largest retail companies, including e-commerce players. - URL: https://www2.deloitte.com/global/en/pages/consumer-industrial-products/articles/global-powers-of-retailing.html
13. Amazon Web Services (AWS) Data Exchange: - Description: AWS Data Exchange offers a variety of e-commerce datasets from different providers, including consumer behavior and market trends. - URL: https://aws.amazon.com/data-exchange/
14. Adobe Digital Economy Index: - Description: Provides data on e-commerce sales and online consumer spending based on Adobe Analytics data. - URL: https://www.adobe.com/insights/digital-economy-index.html
15. Shopify - E-commerce Statistics: - Description: Shopify's e-commerce statistics page provides data and trends on online shopping and e-commerce growth. - URL: https://www.shopify.com/enterprise/ecommerce-statistics
16. BigCommerce - E-commerce Growth and Trends: - Description: BigCommerce offers reports and data on e-commerce growth, trends, and consumer behavior. - URL: https://www.bigcommerce.com/ecommerce-answers/ecommerce-trends/
17. SimilarWeb: - Description: Offers data and insights on website traffic and e-commerce performance for various online retailers. - URL: https://www.similarweb.com/
18. Global E-commerce Market Analysis and Forecast (2021-2028): - Description: A comprehensive report and data on the global e-commerce market size, growth, and trends. - URL: https://www.marketstudyreport.com/reports/global-e-commerce-market-analysis-2021
19. eCommerceFuel: - Description: Provides resources, industry insights, and community forums for e-commerce entrepreneurs and businesses. - URL: https://www.ecommercefuel.com/
20. E-commerce Pulse - Littledata: - Description: Littledata's blog offers insights and data on e-commerce performance and trends, with a focus on Google Analytics data. - URL: https://blog.littledata.io/
21. Kantar - E-commerce Insights: - Description: Provides data and insights on consumer behavior, online shopping trends, and e-commerce market analysis. - URL: https://www.kantar.com/
22. Censuswide E-commerce Research Reports: - Description: Offers research reports and data on various e-commerce topics, including customer experience and cross-border e-commerce. - URL: https://www.censuswide.com/e-commerce-research/
23. McKinsey & Company - Retail and Consumer Insights: - Description: McKinsey's research reports and insights cover e-commerce trends, consumer preferences, and retail strategies. - URL: https://www.mckinsey.com/industries/retail/our-insights
24. Google Consumer Barometer: - Description: Provides data on online shopping behavior, consumer preferences, and device usage in different countries. - URL: https://www.consumerbarometer.com/
25. Comscore - Digital Commerce Measurement: - Description: Offers data and analytics on e-commerce performance, online spending, and digital commerce trends. - URL: https://www.comscore.com/
26. GlobalWebIndex - E-commerce Trends and Insights: - Description: Provides data on online shopping behavior, consumer attitudes, and e-commerce adoption worldwide. - URL: https://www.globalwebindex.com/
27. Pi Datametrics - E-commerce Data Analytics: - Description: Offers e-commerce data analytics and insights on search trends, competitor analysis, and market positioning. - URL: https://www.pi-datametrics.com/
28. Worldpay Global Payments Report: - Description: Provides data on global e-commerce payment trends, regional payment preferences, and consumer payment behavior. - URL: https://www.worldpay.com/global/insight/
29. Bazaarvoice - Shopper Experience Index: - Description: Offers data on shopper behavior, customer reviews, and e-commerce consumer insights. - URL: https://www.bazaarvoice.com/
30. Rejoiner - E-commerce Email Marketing Benchmarks: - Description: Provides data and benchmarks on e-commerce email marketing performance and customer engagement. - URL: https://www.rejoiner.com/
31. Forrester - E-commerce Research and Reports: - Description: Forrester offers research reports on e-commerce strategies, customer experience, and digital retail trends. - URL: https://www.forrester.com/
32. EcommerceWiki - E-commerce Data and Research: - Description: Provides data and resources on e-commerce trends, cross-border e-commerce, and consumer behavior. - URL: https://ecommercewiki.org/
33. eCommerce Platforms - E-commerce Statistics and Trends: - Description: Offers data and statistics on e-commerce platforms, website builders, and online store technologies. - URL: https://ecommerce-platforms.com/
34. eCommerce Times - E-commerce News and Analysis: - Description: Provides e-commerce news, insights, and analysis on industry trends and market developments. - URL: https://www.ecommercetimes.com/
35. Episerver - E-commerce Benchmark Report: - Description: Offers data and benchmarks on e-commerce performance, website conversion rates, and customer engagement. - URL: https://www.episerver.com/
36. Sizmek - Digital Advertisers Insights: - Description: Provides data and insights on digital advertising, including e-commerce advertising trends. - URL: https://www.sizmek.com/
37. FitForCommerce - E-commerce Research and Analysis: - Description: Offers research reports and analysis on e-commerce trends, omnichannel strategies, and technology adoption. - URL: https://www.fitforcommerce.com/
38. Mailchimp - E-commerce Email Marketing Benchmarks: - Description: Provides data on e-commerce email marketing performance, open rates, and customer engagement. - URL: https://mailchimp.com/
39. Bureau van Dijk - Company Financial Data: - Description: Offers financial data for e-commerce companies and retailers worldwide. - URL: https://www.bvdinfo.com/
40. eSellerCafe - E-commerce News and Insights: - Description: Provides e-commerce news, industry insights, and tips for online sellers. - URL: https://esellercafe.com/
41. Socialbakers - Social Media E-commerce Trends: - Description: Offers data and insights on e-commerce performance and trends on social media platforms. - URL: https://www.socialbakers.com/
42. Big Data & AI for Retail & E-commerce Summit: - Description: Provides conference reports and data on the use of big data and AI in the retail and e-commerce sectors. - URL: https://bigdata-retail-ai.com/
43. E-commerce Foundation - E-commerce Country Reports: - Description: Offers country-specific e-commerce reports, including market trends and consumer behavior. - URL: https://www.ecommercewiki.org/
44. UPS - Pulse of the Online Shopper: - Description: Provides data on consumer preferences, e-commerce delivery trends, and online shopping behavior. - URL: https://www.ups.com/us/en/services/e-commerce/pulse-of-the-online-shopper.page
45. Adyen - The E-commerce Trends Report: - Description: Offers data and insights on global e-commerce trends, consumer payment preferences, and mobile commerce. - URL: https://www.adyen.com/our-solutions/insights
46. eCommerce Next - E-commerce News and Insights: - Description: Provides e-commerce news, industry trends, and insights for online retailers and businesses. - URL: https://www.ecommercenext.org/
47. Deliveroo - The New Food Order: - Description: Provides data and insights on the food delivery and online food ordering industry. - URL: https://deliveroo.co.uk/restaurants
48. B2BecNews - B2B E-commerce News and Data: - Description: Offers news and data on B2B e-commerce trends, digital transformation, and wholesale trade. - URL: https://www.digitalcommerce360.com/b2becnews/
49. Yotpo - E-commerce User Generated Content (UGC) Trends: - Description: Provides data and insights on the impact of user-generated content on e-commerce sales and customer engagement. - URL: https://www.yotpo.com/blog/
50. Capgemini Research Institute - E-commerce and Digital Customer Experience: - Description: Offers research reports and data on customer experience, digital commerce, and e-commerce technologies. - URL: https://www.capgemini.com/researchinstitute/
51. Instacart Orders: - Description: 3 million Instacart orders - URL: https://tech.instacart.com/3-million-instacart-orders-open-sourced-d40d29ead6f2
52. FDIC Failed Bank List: - Description: The FDIC is often appointed as receiver for failed banks. This list includes banks that have failed since October 1, 2000. - URL: https://catalog.data.gov/dataset/fdic-failed-bank-list
53. Amazon and Yelp Reviews: - URL: https://drive.google.com/drive/u/0/folders/0Bz8a_Dbh9Qhbfll6bVpmNUtUcFdjYmF2SEpmZUZUcVNiMUw1TWN6RDV3a0JHT3kxLVhVR2M
54. Daily News for Stock Member Prediction: - Description: Using 8 years of daily news headlines to predict stock market movement. - URL: https://www.kaggle.com/datasets/aaron7sun/stocknews
55. Ethereum Historical Data: - Description: All Ethereum data from the start to August 2018. - URL: https://www.kaggle.com/datasets/kingburrito666/ethereum-historical-data
1. WooCommerce API: - Platform: WooCommerce (an e-commerce plugin for WordPress) - Data Offered: Product data (including product details, pricing, and inventory), order data (order details, customer information), and store settings.-URL: https://woocommerce.com/document/woocommerce-rest-api/
2. Shopify API: - Platform: Shopify (a popular e-commerce platform) - Data Offered: Product data, order data, customer data, inventory management, and store settings.- URL: https://shopify.dev/docs/api
3. BigCommerce API: - Platform: BigCommerce (a scalable e-commerce platform) - Data Offered: Product catalog, order details, customer information, store analytics, and inventory data.-URL: https://developer.bigcommerce.com/docs/api
4. Amazon MWS API: - Platform: Amazon Marketplace Web Service (for sellers on Amazon) - Data Offered: Access to Amazon's product catalog, order data, seller performance metrics, and fulfillment data.-URL: https://docs.developer.amazonservices.com/en_US/dev_guide/index.html
5. eBay Trading API: - Platform: eBay (an online auction and e-commerce platform) - Data Offered: Product listings, order details, seller information, and fulfillment data.-URL: https://developer.ebay.com/products/trading/
6. Etsy API: - Platform: Etsy (a marketplace for unique and handmade products) - Data Offered: Product listings, shop information, order data, and transaction details.-URL: https://www.etsy.com/developers/documentation/getting_started/api_basics
7. Google Shopping API: - Platform: Google Shopping (a platform for advertising products on Google) - Data Offered: Product data, pricing, and product search information.-URL: https://developers.google.com/shopping-content/reference/rest/v2.1
8. Facebook Marketplace API: - Platform: Facebook (for advertising on Facebook and Instagram) - Data Offered: Ad performance data, campaign insights, and audience targeting options.-URL: Marketplace Platform - Documentation - Meta for Developers (facebook.com)
1. E-commerce Forums and Niche Communities: Niche forums and online communities dedicated to specific e-commerce topics or products can provide valuable unfiltered feedback and user experiences.
2. Online Product Catalog APIs: Some e-commerce platforms offer APIs that provide access to their product catalogs, allowing developers to build unique applications and gain insights into product trends.
3. Local E-commerce Marketplaces: Localized e-commerce platforms in specific regions or countries may have unique data on consumer preferences and market behavior that are not as commonly explored.
4. Product Comparison Websites: Websites that offer product comparisons and reviews often aggregate data from various sources, providing a broader perspective on product popularity and features.
5. Price Tracking and Comparison Tools: Tools that track product prices across multiple e-commerce platforms can uncover price trends and fluctuations, aiding in competitive analysis.
6. E-commerce Chrome Extensions: Some browser extensions provide insights into product prices, availability, and user reviews across different online stores.
7. Crowdfunding Platforms: Crowdfunding platforms like Kickstarter and Indiegogo can reveal emerging product trends and consumer interests.
8. E-commerce Analytics Blogs: Blogs and websites dedicated to e-commerce analytics and trends might share lesser-known data-driven insights and analyses.
9. E-commerce APIs for Small Businesses: APIs offered by smaller e-commerce platforms or startups may provide unique access to data not widely available elsewhere.
10. Academic Research Databases: Academic research papers and studies on e-commerce topics may include valuable data and insights that are not often highlighted in mainstream media.
11. Patent and Trademark Databases: Patent and trademark filings can offer insights into emerging product innovations and trends in the e-commerce space.
12. E-commerce APIs from Emerging Markets: APIs from e-commerce platforms in emerging markets might provide access to data on regional market trends and customer behavior.
13. Public Government Databases: Some governments offer e-commerce-related data and reports that can be overlooked but can provide valuable macro-level insights.
14. E-commerce Podcasts and Webinars: Podcasts and webinars featuring experts in the e-commerce industry may share valuable data and insights not widely known.
15. E-commerce Data Competitions: Participating in e-commerce-related data competitions may give access to unique datasets and analysis challenges.
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