{"url":"/dataset/agegroup-transactions-mtpp","name":"AgeGroup Transactions MTPP","full_name":"Marked Temporal Point Processes on financial transactions data","description_markdown":"The dataset contains historical financial transactions, including time, category and cost fields. There are 50000 clients, 205 categories and 43.7M events. The original goal was to predict the age group of the client. In this variant of the dataset, the goal is to forecast multiple future events.","description_withheld":null,"homepage":"https://huggingface.co/datasets/dllllb/age-group-prediction","introduced_date":"2024-06-20","introduced_date_note":null,"introduced_by":{"paper":"/paper/hotpp-benchmark-are-we-good-at-the-long","title":"HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?","first_author":"Ivan Karpukhin","url":null},"license":{"name":"Apache 2.0","url":null},"modalities":[{"name":"Tabular","url":"/datasets/modality/tabular"},{"name":"Time series","url":"/datasets/modality/time-series"}],"tasks":[{"name":"Time Series Forecasting","url":"/task/time-series-forecasting","datasets_with_task":"/datasets/task/time-series-forecasting"},{"name":"Point Processes","url":"/task/point-processes","datasets_with_task":"/datasets/task/point-processes"}],"languages":[],"variants":["AgeGroup Transactions MTPP"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/point-processes-on-agegroup-transactions-mtpp","task":"Point Processes","dataset_variant":"AgeGroup Transactions MTPP","rows":5,"metrics":["T-mAP","MAE","OTD","Accuracy (%)"],"first_row_in_archive_order":{"model":"DeTPP","paper":"/paper/detpp-leveraging-object-detection-for-robust","metrics":{"OTD":"6.66","T-mAP":"9.17"},"code_links":[{"title":"ivan-chai/torch-linear-assignment","url":"https://github.com/ivan-chai/torch-linear-assignment"},{"title":"ivan-chai/hotpp-benchmark","url":"https://github.com/ivan-chai/hotpp-benchmark"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/detpp-leveraging-object-detection-for-robust","title":"DeTPP: Leveraging Object Detection for Robust Long-Horizon Event Prediction","date":"2024-08-23","rows_on_this_dataset":1,"code_links":2,"syntology":null},{"paper":"/paper/hotpp-benchmark-are-we-good-at-the-long","title":"HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?","date":"2024-06-20","rows_on_this_dataset":4,"code_links":2,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}