name stringclasses 7
values | domain stringclasses 6
values | description stringclasses 7
values | num_tables int64 3 9 | num_rows int64 2.17M 350M | num_tasks int64 1 3 | tasks_binary_classification int64 0 2 | tasks_multiclass_classification int64 0 2 | size_gb float64 0.03 5.91 | val_timestamp stringdate 2013-07-30 00:00:00 2023-09-05 00:00:00 | test_timestamp stringdate 2013-07-31 00:00:00 2023-09-06 00:00:00 | license stringclasses 1
value | source_url stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
dbinfer-amazon | E-commerce (reviews) | Amazon from the 4DBInfer benchmark: a large product-review dataset linking users, products and reviews, used for rating prediction and user purchase/churn prediction. | 3 | 16,073,957 | 3 | 1 | 2 | 5.9107 | 2016-01-03 00:00:00 | 2016-01-04 00:00:00 | see 4DBInfer / original sources | https://github.com/awslabs/multi-table-benchmark |
dbinfer-avs | Retail (Acquire Valued Shoppers) | Acquire Valued Shoppers (AVS) from the 4DBInfer benchmark: a retail dataset of customer transaction histories and promotional offers, used to predict shopper behavior such as offer repeat purchases. | 3 | 349,815,883 | 1 | 1 | 0 | 5.5635 | 2013-07-30 00:00:00 | 2013-07-31 00:00:00 | see 4DBInfer / original sources | https://github.com/awslabs/multi-table-benchmark |
dbinfer-diginetica | E-commerce (sessions) | Diginetica from the 4DBInfer benchmark: an e-commerce dataset of user browsing and purchasing sessions over a product catalog (CIKM Cup 2016), used for click-through-rate and purchase prediction. | 8 | 96,552,556 | 2 | 1 | 1 | 0.4584 | 2016-11-11 00:00:00 | 2016-11-12 00:00:00 | see 4DBInfer / original sources | https://github.com/awslabs/multi-table-benchmark |
dbinfer-outbrain-small | News / ad clicks | Outbrain (small) from the 4DBInfer benchmark: a content-recommendation dataset of document page views and promoted-content displays/clicks, used for click-through-rate prediction. | 8 | 2,170,445 | 1 | 1 | 0 | 0.0619 | 2016-09-03 00:00:00 | 2016-09-04 00:00:00 | see 4DBInfer / original sources | https://github.com/awslabs/multi-table-benchmark |
dbinfer-retailrocket | E-commerce (sessions) | RetailRocket from the 4DBInfer benchmark: an e-commerce dataset of visitor events (views, add-to-cart, transactions) over an item catalog, used to predict conversion (whether a viewed item is later purchased). | 5 | 23,011,215 | 1 | 1 | 0 | 0.4897 | 2015-09-20 00:00:00 | 2015-09-21 00:00:00 | see 4DBInfer / original sources | https://github.com/awslabs/multi-table-benchmark |
dbinfer-seznam | Search / advertising | Seznam from the 4DBInfer benchmark: a digital-advertising dataset from the Seznam.cz search engine, containing client prepaid-account charges and transactions, used to predict account charging/prepayment behavior. | 4 | 2,688,678 | 2 | 0 | 2 | 0.0266 | 2015-10-03 00:00:00 | 2015-10-04 00:00:00 | see 4DBInfer / original sources | https://github.com/awslabs/multi-table-benchmark |
dbinfer-stackexchange | Online Q&A | StackExchange from the 4DBInfer benchmark: a community-Q&A dataset of users, posts, votes and badges, used to predict user churn and post upvotes. | 9 | 6,140,680 | 2 | 2 | 0 | 1.0385 | 2023-09-05 00:00:00 | 2023-09-06 00:00:00 | see 4DBInfer / original sources | https://github.com/awslabs/multi-table-benchmark |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.