{"url":"/dataset/multivariate-mobility-paris","name":"Multivariate-Mobility-Paris","full_name":null,"description_markdown":"The original dataset was provided by Orange telecom in France, which contains anonymized and aggregated human mobility data. The Multivariate-Mobility-Paris dataset comprises information from 2020-08-24 to 2020-11-04 (72 days during the COVID-19 pandemic), with time granularity of 30 minutes and spatial granularity of 6 coarse regions in Paris, France. In other words, it represents a multivariate time series dataset.\r\n\r\nThis dataset can be used for several time-series tasks such as univariate/multivariate forecasting/classification with classic, machine learning, and privacy-preserving machine learning techniques.","description_withheld":null,"homepage":"https://github.com/hharcolezi/ldp-protocols-mobility-cdrs/blob/main/papers/%5B3%5D/ML_final_df_real.csv","introduced_date":"2022-05-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/differentially-private-multivariate-time","title":"Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation?","first_author":"Héber H. Arcolezi","url":null},"license":{"name":"MIT","url":null},"modalities":[{"name":"Tabular","url":"/datasets/modality/tabular"},{"name":"Tables","url":"/datasets/modality/tables"}],"tasks":[{"name":"Time Series Forecasting","url":"/task/time-series-forecasting","datasets_with_task":"/datasets/task/time-series-forecasting"},{"name":"Multivariate Time Series Forecasting","url":"/task/multivariate-time-series-forecasting","datasets_with_task":"/datasets/task/multivariate-time-series-forecasting"},{"name":"Univariate Time Series Forecasting","url":"/task/univariate-time-series-forecasting","datasets_with_task":"/datasets/task/univariate-time-series-forecasting"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Multivariate-Mobility-Paris"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"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."}