Datasets › Beijing Multi-Site Air-Quality Dataset
Beijing Multi-Site Air-Quality Dataset
This data set includes hourly air pollutants data from 12 nationally-controlled air-quality monitoring sites. The air-quality data are from the Beijing Municipal Environmental Monitoring Center. The meteorological data in each air-quality site are matched with the nearest weather station from the China Meteorological Administration. The time period is from March 1st, 2013 to February 28th, 2017. Missing data are denoted as NA.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Multivariate Time Series Imputation | Beijing Multi-Site Air-Quality Dataset | GRIN MAE (PM2.5) 10.51 | Filling the G_ap_s: Multivariate Time Series Imputation... | torchspatiotemporal/tsl +1 | 6 | Compare |
Papers archive 2025-07-28
6 shown of 6 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 11. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks | 2 | 1 | 31 Jul 2021 | ran 5 of 10 samples (5 unverified; 9 pointer-only for licence) |
| BRITS: Bidirectional Recurrent Imputation for Time Series | 5 | 1 | 27 May 2018 | ran 2 of 4 samples (2 unverified) |
| Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks | 3 | 1 | 23 Nov 2017 | not harvested |
| imputeTS: Time Series Missing Value Imputation in R | 1 | 1 | 1 Jun 2017 | not harvested |
| ST-MVL: Filling Missing Values in Geo-Sensory Time Series Data | 0 | 1 | 9 Jul 2016 | not harvested |
| Multiple imputation using chained equations: issues and guidance for practice | 1 | 1 | 30 Nov 2010 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Beijing Multi-Site Air-Quality Dataset
1 variant name, as the archive lists them.
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