# hepa-corpus v1 - license & provenance audit

**Audited:** 2026-08-05T11:15:32+00:00  
**Source repo:** [`autogluon/chronos_datasets`](https://huggingface.co/datasets/autogluon/chronos_datasets)  
**Exclusion rule applied before auditing:** drop training_corpus_* (synthetic) and weatherbench_hourly_* (14 configs)  
**Hard gate:** a source may ship in the public `Forgis/hepa-corpus` repo only if its license permits redistribution *and* research/open-science use. Anything ambiguous is EXCLUDE or LINK_ONLY (referenced, never re-hosted).

| total | INCLUDE | EXCLUDE | LINK_ONLY |
|---|---|---|---|
| 51 | 41 | 6 | 4 |

## Provenance table

| source | domain | origin link | license | redistributable | verdict | rationale |
|---|---|---|---|---|---|---|
| `dominick` | retail | [Kilts Center for Marketing, University of Chicago Booth School of Business (Dominick's Finer Foods store-level scanner data)](https://www.chicagobooth.edu/research/kilts/research-data/dominicks) | [proprietary-academic-use-only](https://www.chicagobooth.edu/research/kilts/research-data/dominicks) | no | **EXCLUDE** | Kilts Center states 'These data are for academic research purposes only' with no redistribution grant; Monash's CC-BY-4.0 Zenodo re-deposit (10.5281/zenodo.4654802) cannot cure the upstream owner's restriction, so we do not re-host. |
| `electricity_15min` | energy | [UCI Machine Learning Repository, ElectricityLoadDiagrams20112014 (donated by Artur Trindade)](https://archive.ics.uci.edu/dataset/321/electricityloaddiagrams20112014) | [CC-BY-4.0](https://archive.ics.uci.edu/dataset/321/electricityloaddiagrams20112014) | yes | **INCLUDE** | UCI dataset page states 'Creative Commons Attribution 4.0 International (CC BY 4.0)'; matches the license declared in the autogluon dataset info. |
| `ercot` | energy | [Electric Reliability Council of Texas (ERCOT) public grid load data](https://www.ercot.com/gridinfo/load) | [ERCOT-Terms-of-Use (redistribution expressly permitted)](https://www.ercot.com/help/terms) | yes | **INCLUDE** | ERCOT Terms of Use section 5: 'The publicly available contents of this website may be used, reproduced, and redistributed' and 'raw data provided in public portions of this website may be used, reproduced, and redistributed in compilations, charts, and analyses'; attribution to ERCOT must be preserved. |
| `exchange_rate` | econ | [laiguokun/multivariate-time-series-data (LSTNet, Lai et al. 2017); ultimate source of the daily FX rates is not stated by the publisher](https://github.com/laiguokun/multivariate-time-series-data/tree/master/exchange_rate) | unknown | no | **EXCLUDE** | The autogluon card claims MIT but the source repository has NO LICENSE file (GitHub license API returns 404) and its README names no upstream FX data provider; UNVERIFIED -> EXCLUDE. |
| `m4_daily` | other | [M4 Forecasting Competition (Makridakis, Spiliotis & Assimakopoulos 2018); redistributed by the Monash Time Series Forecasting Repository on Zenodo](https://zenodo.org/records/4656548) | [CC-BY-4.0](https://zenodo.org/records/4656548) | yes | **INCLUDE** | CONDITIONAL: re-source from the Monash Zenodo deposit, not from the autogluon copy. The origin the autogluon card points at (github.com/Mcompetitions/M4-methods) has NO LICENSE file; the only citable license for these exact series is Monash's CC-BY-4.0 Zenodo deposit of the M4 data. |
| `m4_hourly` | other | [M4 Forecasting Competition (Makridakis, Spiliotis & Assimakopoulos 2018); redistributed by the Monash Time Series Forecasting Repository on Zenodo](https://zenodo.org/records/4656589) | [CC-BY-4.0](https://zenodo.org/records/4656589) | yes | **INCLUDE** | CONDITIONAL: re-source from the Monash Zenodo deposit, not from the autogluon copy. The origin the autogluon card points at (github.com/Mcompetitions/M4-methods) has NO LICENSE file; the only citable license for these exact series is Monash's CC-BY-4.0 Zenodo deposit of the M4 data. |
| `m4_monthly` | other | [M4 Forecasting Competition (Makridakis, Spiliotis & Assimakopoulos 2018); redistributed by the Monash Time Series Forecasting Repository on Zenodo](https://zenodo.org/records/4656480) | [CC-BY-4.0](https://zenodo.org/records/4656480) | yes | **INCLUDE** | CONDITIONAL: re-source from the Monash Zenodo deposit, not from the autogluon copy. The origin the autogluon card points at (github.com/Mcompetitions/M4-methods) has NO LICENSE file; the only citable license for these exact series is Monash's CC-BY-4.0 Zenodo deposit of the M4 data. |
| `m4_quarterly` | other | [M4 Forecasting Competition (Makridakis, Spiliotis & Assimakopoulos 2018); redistributed by the Monash Time Series Forecasting Repository on Zenodo](https://zenodo.org/records/4656410) | [CC-BY-4.0](https://zenodo.org/records/4656410) | yes | **INCLUDE** | CONDITIONAL: re-source from the Monash Zenodo deposit, not from the autogluon copy. The origin the autogluon card points at (github.com/Mcompetitions/M4-methods) has NO LICENSE file; the only citable license for these exact series is Monash's CC-BY-4.0 Zenodo deposit of the M4 data. |
| `m4_weekly` | other | [M4 Forecasting Competition (Makridakis, Spiliotis & Assimakopoulos 2018); redistributed by the Monash Time Series Forecasting Repository on Zenodo](https://zenodo.org/records/4656522) | [CC-BY-4.0](https://zenodo.org/records/4656522) | yes | **INCLUDE** | CONDITIONAL: re-source from the Monash Zenodo deposit, not from the autogluon copy. The origin the autogluon card points at (github.com/Mcompetitions/M4-methods) has NO LICENSE file; the only citable license for these exact series is Monash's CC-BY-4.0 Zenodo deposit of the M4 data. |
| `m4_yearly` | other | [M4 Forecasting Competition (Makridakis, Spiliotis & Assimakopoulos 2018); redistributed by the Monash Time Series Forecasting Repository on Zenodo](https://zenodo.org/records/4656379) | [CC-BY-4.0](https://zenodo.org/records/4656379) | yes | **INCLUDE** | CONDITIONAL: re-source from the Monash Zenodo deposit, not from the autogluon copy. The origin the autogluon card points at (github.com/Mcompetitions/M4-methods) has NO LICENSE file; the only citable license for these exact series is Monash's CC-BY-4.0 Zenodo deposit of the M4 data. |
| `m5` | retail | [Walmart, distributed via the Kaggle M5 Forecasting - Accuracy competition](https://www.kaggle.com/competitions/m5-forecasting-accuracy/rules) | unknown (Kaggle competition rules, not retrievable) | no | **EXCLUDE** | Proprietary Walmart retail data released only under Kaggle competition rules; the rules page is JavaScript-gated and could not be retrieved, so no redistribution grant can be cited. UNVERIFIED -> EXCLUDE. Kaggle's standard competition-data clause is non-commercial and participant-scoped in any case. |
| `mexico_city_bikes` | traffic | [Ecobici / SEMOVI, Gobierno de la Ciudad de Mexico (bike-share open data)](https://ecobici.cdmx.gob.mx/en/open-data/) | unknown | no | **EXCLUDE** | The Ecobici open-data page and its terms-and-conditions page state no license, no reuse grant and no named open-data licence; the CDMX open-data portal terms page was unreachable. UNVERIFIED -> EXCLUDE. |
| `monash_australian_electricity` | energy | [Australian Energy Market Operator (AEMO) half-hourly state demand, via the R tsibbledata package; deposited by Godahewa et al. (Monash TSF Repository)](https://zenodo.org/records/4659727) | [CC-BY-4.0](https://zenodo.org/records/4659727) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite (verified via the DataCite DOI API). FLAG: upstream chain of title runs through AEMO market data and a GPL-3 R package; the licensing basis is Monash's CC-BY-4.0 assertion. |
| `monash_car_parts` | retail | [Car-parts sales series from Hyndman's R expsmooth package; deposited by Godahewa et al.](https://zenodo.org/records/4656022) | [CC-BY-4.0](https://zenodo.org/records/4656022) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. Upstream is the expsmooth R package (GPL-3, itself redistributable), so no conflicting restriction is known. |
| `monash_cif_2016` | econ | [CIF 2016 forecasting competition (banking domain; 24 real + 48 synthetic series); deposited by Godahewa et al.](https://zenodo.org/records/4656042) | [CC-BY-4.0](https://zenodo.org/records/4656042) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. FLAG: the CIF 2016 competition itself publishes no license; the licensing basis is Monash's CC-BY-4.0 assertion. |
| `monash_covid_deaths` | other | [Johns Hopkins University CSSE COVID-19 Data Repository; deposited by Godahewa et al.](https://zenodo.org/records/4656009) | [CC-BY-4.0](https://zenodo.org/records/4656009) | yes | **INCLUDE** | Clean chain of title: JHU CSSE explicitly licenses its COVID-19 data under CC-BY-4.0, and the Monash Zenodo deposit is likewise CC-BY-4.0. |
| `monash_electricity_hourly` | energy | [UCI ElectricityLoadDiagrams20112014 (Artur Trindade), aggregated by Lai et al. (2017); deposited by Godahewa et al.](https://zenodo.org/records/4656140) | [CC-BY-4.0](https://zenodo.org/records/4656140) | yes | **INCLUDE** | Clean chain of title: the UCI source dataset is CC-BY-4.0 and the Monash Zenodo deposit is CC-BY-4.0. |
| `monash_electricity_weekly` | energy | [UCI ElectricityLoadDiagrams20112014 (Artur Trindade), aggregated by Lai et al. (2017); deposited by Godahewa et al.](https://zenodo.org/records/4656141) | [CC-BY-4.0](https://zenodo.org/records/4656141) | yes | **INCLUDE** | Clean chain of title: the UCI source dataset is CC-BY-4.0 and the Monash Zenodo deposit is CC-BY-4.0. |
| `monash_fred_md` | econ | [FRED-MD macroeconomic database (McCracken & Ng), Federal Reserve Bank of St. Louis; re-deposited by Godahewa et al. on Zenodo](https://zenodo.org/records/4654833) | [conflicting: Zenodo says CC-BY-4.0, but FRED legal terms restrict third-party series](https://fred.stlouisfed.org/legal/) | no | **EXCLUDE** | FRED's legal terms forbid redistributing third-party proprietary content without the copyright holder's written permission and require permission for 'pre-approval required' copyrighted series, and the St. Louis Fed states it cannot grant permission on their behalf; FRED-MD aggregates such third-party series. Monash's CC-BY-4.0 re-deposit cannot cure this, so we do not re-host. Lead judgment requested. |
| `monash_hospital` | other | [Patient-count series from Hyndman's R expsmooth package; deposited by Godahewa et al.](https://zenodo.org/records/4656014) | [CC-BY-4.0](https://zenodo.org/records/4656014) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite; upstream is the expsmooth R package (GPL-3, redistributable). |
| `monash_kdd_cup_2018` | climate | [KDD Cup 2018 air-quality data for Beijing and London; deposited by Godahewa et al.](https://zenodo.org/records/4656756) | [CC-BY-4.0](https://zenodo.org/records/4656756) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. FLAG: the KDD Cup 2018 competition publishes no license of its own; the licensing basis is Monash's CC-BY-4.0 assertion over municipal air-quality measurements. |
| `monash_london_smart_meters` | energy | [UK Power Networks Low Carbon London smart-meter trial, published on the London Datastore and mirrored on Kaggle; deposited by Godahewa et al.](https://zenodo.org/records/4656091) | [CC-BY-4.0](https://zenodo.org/records/4656091) | yes | **INCLUDE** | Clean chain of title: the London Datastore publishes the UK Power Networks SmartMeter Energy Consumption data under Creative Commons Attribution, and the Monash Zenodo deposit is CC-BY-4.0. |
| `monash_m1_monthly` | other | [M1 forecasting competition (Makridakis et al.); deposited by Godahewa et al.](https://zenodo.org/records/4656159) | [CC-BY-4.0](https://zenodo.org/records/4656159) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. FLAG: the M1 competition data is otherwise distributed via the GPL-3 Mcomp R package with no standalone data license; the licensing basis is Monash's CC-BY-4.0 assertion. |
| `monash_m1_quarterly` | other | [M1 forecasting competition (Makridakis et al.); deposited by Godahewa et al.](https://zenodo.org/records/4656154) | [CC-BY-4.0](https://zenodo.org/records/4656154) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. FLAG: the M1 competition data is otherwise distributed via the GPL-3 Mcomp R package with no standalone data license; the licensing basis is Monash's CC-BY-4.0 assertion. |
| `monash_m1_yearly` | other | [M1 forecasting competition (Makridakis et al.); deposited by Godahewa et al.](https://zenodo.org/records/4656193) | [CC-BY-4.0](https://zenodo.org/records/4656193) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. FLAG: the M1 competition data is otherwise distributed via the GPL-3 Mcomp R package with no standalone data license; the licensing basis is Monash's CC-BY-4.0 assertion. |
| `monash_m3_monthly` | other | [M3 forecasting competition (Makridakis et al.); deposited by Godahewa et al.](https://zenodo.org/records/4656298) | [CC-BY-4.0](https://zenodo.org/records/4656298) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. FLAG: the M3 competition data is otherwise distributed via the GPL-3 Mcomp R package with no standalone data license; the licensing basis is Monash's CC-BY-4.0 assertion. |
| `monash_m3_quarterly` | other | [M3 forecasting competition (Makridakis et al.); deposited by Godahewa et al.](https://zenodo.org/records/4656262) | [CC-BY-4.0](https://zenodo.org/records/4656262) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. FLAG: the M3 competition data is otherwise distributed via the GPL-3 Mcomp R package with no standalone data license; the licensing basis is Monash's CC-BY-4.0 assertion. |
| `monash_m3_yearly` | other | [M3 forecasting competition (Makridakis et al.); deposited by Godahewa et al.](https://zenodo.org/records/4656222) | [CC-BY-4.0](https://zenodo.org/records/4656222) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. FLAG: the M3 competition data is otherwise distributed via the GPL-3 Mcomp R package with no standalone data license; the licensing basis is Monash's CC-BY-4.0 assertion. |
| `monash_nn5_weekly` | econ | [NN5 forecasting competition (UK ATM cash withdrawals); deposited by Godahewa et al.](https://zenodo.org/records/4656125) | [CC-BY-4.0](https://zenodo.org/records/4656125) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. FLAG: the original NN5 competition site publishes no license; the licensing basis is Monash's CC-BY-4.0 assertion. |
| `monash_pedestrian_counts` | traffic | [City of Melbourne Pedestrian Counting System open data; deposited by Godahewa et al.](https://zenodo.org/records/4656626) | [CC-BY-4.0](https://zenodo.org/records/4656626) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite; upstream is a municipal open-data programme, so no conflicting restriction is known. |
| `monash_rideshare` | traffic | [Kaggle user upload 'Uber & Lyft Cab prices' (ravi72munde) - hourly aggregations of scraped Uber/Lyft pricing API responses; re-deposited by Godahewa et al. on Zenodo](https://zenodo.org/records/5122232) | [conflicting: Zenodo says CC-BY-4.0, upstream provenance is scraped commercial API data](https://zenodo.org/records/5122232) | no | **EXCLUDE** | Weakest chain of title in the corpus: the underlying data is an individual's scrape of Uber and Lyft commercial pricing APIs posted to Kaggle with no verifiable license, so neither Kaggle nor Monash can be shown to have had the right to license it CC-BY-4.0. Lead judgment requested. |
| `monash_saugeenday` | climate | [Saugeen River daily mean flow (Walkerton, Ontario) via the R deseasonalize package; deposited by Godahewa et al.](https://zenodo.org/records/4656058) | [CC-BY-4.0](https://zenodo.org/records/4656058) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite; upstream is a public hydrological record redistributed in a GPL R package. |
| `monash_temperature_rain` | climate | [Australian Bureau of Meteorology temperature observations and rain forecasts; deposited by Godahewa et al.](https://zenodo.org/records/5129091) | [CC-BY-4.0](https://zenodo.org/records/5129091) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite; upstream is Australian Government BoM material, which is itself published under Creative Commons Attribution. |
| `monash_tourism_monthly` | econ | [2010 Kaggle Tourism Forecasting Competition (Athanasopoulos et al. 2011), also in the Tcomp R package; deposited by Godahewa et al.](https://zenodo.org/records/4656096) | [CC-BY-4.0](https://zenodo.org/records/4656096) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. FLAG: upstream is a Kaggle-hosted academic competition with no standalone data license; the licensing basis is Monash's CC-BY-4.0 assertion. |
| `monash_tourism_quarterly` | econ | [2010 Kaggle Tourism Forecasting Competition (Athanasopoulos et al. 2011), also in the Tcomp R package; deposited by Godahewa et al.](https://zenodo.org/records/4656093) | [CC-BY-4.0](https://zenodo.org/records/4656093) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. FLAG: upstream is a Kaggle-hosted academic competition with no standalone data license; the licensing basis is Monash's CC-BY-4.0 assertion. |
| `monash_tourism_yearly` | econ | [2010 Kaggle Tourism Forecasting Competition (Athanasopoulos et al. 2011), also in the Tcomp R package; deposited by Godahewa et al.](https://zenodo.org/records/4656103) | [CC-BY-4.0](https://zenodo.org/records/4656103) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. FLAG: upstream is a Kaggle-hosted academic competition with no standalone data license; the licensing basis is Monash's CC-BY-4.0 assertion. |
| `monash_traffic` | traffic | [Caltrans Performance Measurement System (PeMS) San Francisco Bay Area freeway occupancy, via Lai et al. (2017); deposited by Godahewa et al.](https://zenodo.org/records/4656132) | [CC-BY-4.0](https://zenodo.org/records/4656132) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. FLAG: Caltrans PeMS is behind a registration/terms wall and Lai et al.'s redistribution carries no license; the licensing basis is Monash's CC-BY-4.0 assertion over California public-agency measurements. |
| `monash_weather` | climate | [Australian Bureau of Meteorology weather-station observations via the R bomrang package; deposited by Godahewa et al.](https://zenodo.org/records/4654822) | [CC-BY-4.0](https://zenodo.org/records/4654822) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite; upstream is Australian Government BoM material published under Creative Commons Attribution. |
| `nn5` | econ | [NN5 Forecasting Competition (daily UK ATM cash withdrawals); citable copy = Monash Zenodo 'NN5 Daily Dataset (without Missing Values)'](https://zenodo.org/records/4656117) | [CC-BY-4.0](https://zenodo.org/records/4656117) | yes | **INCLUDE** | CONDITIONAL: re-source from the Monash Zenodo deposit. The origin the autogluon card points at (neural-forecasting-competition.com) publishes no license; the only citable license for these series is Monash's CC-BY-4.0 deposit. |
| `solar` | energy | [NREL 'Solar Power Data for Integration Studies' (simulated 2006 PV plant output, Alabama, 137 plants); citable copy = Monash Zenodo 'Solar Dataset (10 Minutes Observations)'](https://zenodo.org/records/4656144) | [CC-BY-4.0](https://zenodo.org/records/4656144) | yes | **INCLUDE** | CONDITIONAL: re-source from the Monash Zenodo deposit. nrel.gov was unreachable from the audit host (DNS blocked) so NREL's own data disclaimer could not be fetched and is NOT relied on; the citable license is Monash's CC-BY-4.0 deposit of the same 137 series. |
| `solar_1h` | energy | [NREL 'Solar Power Data for Integration Studies' (simulated 2006 PV plant output, Alabama, 137 plants); citable copy = Monash Zenodo 'Solar Dataset (10 Minutes Observations)'](https://zenodo.org/records/4656144) | [CC-BY-4.0](https://zenodo.org/records/4656144) | yes | **INCLUDE** | CONDITIONAL: re-source from the Monash Zenodo deposit. nrel.gov was unreachable from the audit host (DNS blocked) so NREL's own data disclaimer could not be fetched and is NOT relied on; the citable license is Monash's CC-BY-4.0 deposit of the same 137 series. |
| `taxi_1h` | traffic | [New York City Taxi and Limousine Commission (TLC) trip records, reprocessed in the gluon-ts multivariate datasets fork](https://www.nyc.gov/site/tlc/about/tlc-trip-record-data.page) | [NYC.gov Terms of Use - all rights reserved (no redistribution grant)](https://www.nyc.gov/home/terms-of-use.page) | no | **LINK_ONLY** | The AWS Registry of Open Data lists the TLC trip records' license as the NYC.gov Terms of Use, which state 'All rights are reserved' and grant no reuse; the Apache-2.0 license on the gluon-ts fork covers that repository, not the City's underlying data. Reference the TLC source, do not re-host. |
| `taxi_30min` | traffic | [New York City Taxi and Limousine Commission (TLC) trip records, reprocessed in the gluon-ts multivariate datasets fork](https://www.nyc.gov/site/tlc/about/tlc-trip-record-data.page) | [NYC.gov Terms of Use - all rights reserved (no redistribution grant)](https://www.nyc.gov/home/terms-of-use.page) | no | **LINK_ONLY** | The AWS Registry of Open Data lists the TLC trip records' license as the NYC.gov Terms of Use, which state 'All rights are reserved' and grant no reuse; the Apache-2.0 license on the gluon-ts fork covers that repository, not the City's underlying data. Reference the TLC source, do not re-host. |
| `uber_tlc_daily` | traffic | [NYC Taxi and Limousine Commission records released to FiveThirtyEight under a 2015 Freedom of Information Law request](https://github.com/fivethirtyeight/uber-tlc-foil-response) | unknown | no | **LINK_ONLY** | The FiveThirtyEight repository has NO LICENSE file (GitHub license API returns 404) and the data is a FOIL disclosure of NYC TLC records whose publisher reserves all rights. UNVERIFIED -> reference link-only, never re-host. |
| `uber_tlc_hourly` | traffic | [NYC Taxi and Limousine Commission records released to FiveThirtyEight under a 2015 Freedom of Information Law request](https://github.com/fivethirtyeight/uber-tlc-foil-response) | unknown | no | **LINK_ONLY** | The FiveThirtyEight repository has NO LICENSE file (GitHub license API returns 404) and the data is a FOIL disclosure of NYC TLC records whose publisher reserves all rights. UNVERIFIED -> reference link-only, never re-host. |
| `ushcn_daily` | climate | [U.S. Historical Climatology Network (USHCN) daily records - NOAA NCEI with DOE/ORNL CDIAC, archived at ESS-DIVE](https://www.ncei.noaa.gov/products/land-based-station/us-historical-climatology-network) | [US-Government-Public-Domain (17 U.S.C. Sec. 105)](https://library.noaa.gov/blogs/news-research-highlights/question-of-the-quarter-noaacopyright) | yes | **INCLUDE** | USHCN is a US federal work (NOAA NCEI + DOE CDIAC/ORNL); NOAA states 'Works of the U.S. federal government are generally not protected by copyright in the United States and are automatically in the public domain (17 USC 105)... No permission is required to reuse, reprint, or distribute this material' - attribution and the Menne et al. 2009 citation are still required. |
| `weatherbench_daily` | climate | [WeatherBench (Rasp et al. 2020), regridded from ECMWF ERA5 / Copernicus Climate Change Service; data hosted by TU Munich mediaTUM](https://mediatum.ub.tum.de/1524895) | [CC-BY-4.0](https://mediatum.ub.tum.de/1524895) | yes | **INCLUDE** | The mediaTUM data record is published under CC-BY-4.0. Redistribution must carry the Copernicus notice: 'Contains modified Copernicus Climate Change Service Information [2019]. Neither the European Commission nor ECMWF is responsible for any use that may be made of the Copernicus Information or Data it contains.' |
| `weatherbench_weekly` | climate | [WeatherBench (Rasp et al. 2020), regridded from ECMWF ERA5 / Copernicus Climate Change Service; data hosted by TU Munich mediaTUM](https://mediatum.ub.tum.de/1524895) | [CC-BY-4.0](https://mediatum.ub.tum.de/1524895) | yes | **INCLUDE** | The mediaTUM data record is published under CC-BY-4.0. Redistribution must carry the Copernicus notice: 'Contains modified Copernicus Climate Change Service Information [2019]. Neither the European Commission nor ECMWF is responsible for any use that may be made of the Copernicus Information or Data it contains.' |
| `wiki_daily_100k` | web | [Wikimedia Foundation pageview dumps (Analytics datasets)](https://dumps.wikimedia.org/other/pageviews/readme.html) | [CC0-1.0](https://creativecommons.org/publicdomain/zero/1.0/) | yes | **INCLUDE** | The Wikimedia pageviews readme states 'All Analytics datasets are available under the Creative Commons CC0 dedication'. Note this is CC0, not the CC-BY-SA that covers Wikipedia article text - only the pageview counts are used here. |
| `wind_farms_daily` | energy | [Australian Energy Market Operator (AEMO) wind-farm power production, 339 farms; deposited by Godahewa et al.](https://zenodo.org/records/4654858) | [CC-BY-4.0](https://zenodo.org/records/4654858) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. FLAG: upstream is AEMO market data downloaded from the AEMO platform; the licensing basis is Monash's CC-BY-4.0 assertion. |
| `wind_farms_hourly` | energy | [Australian Energy Market Operator (AEMO) wind-farm power production, 339 farms; deposited by Godahewa et al.](https://zenodo.org/records/4654858) | [CC-BY-4.0](https://zenodo.org/records/4654858) | yes | **INCLUDE** | Zenodo record registers CC-BY-4.0 with DataCite. FLAG: upstream is AEMO market data downloaded from the AEMO platform; the licensing basis is Monash's CC-BY-4.0 assertion. |

## Notes

- **CONDITIONAL entries** (`m4_*`, `nn5`, `solar`, `solar_1h`): the license basis is a Monash Time Series Forecasting Repository deposit on Zenodo (CC-BY-4.0, verified via the DataCite DOI API), *not* the origin the autogluon dataset card points at, which carries no license. These must be re-sourced from Zenodo and attributed to Godahewa et al. (2021) before shipping.
- **FLAG entries**: the Monash Zenodo record asserts CC-BY-4.0, but the upstream chain of title runs through a competition, a commercial platform, or an agency that publishes no standalone data license. We rely on Monash's assertion; this is recorded here so the risk is visible rather than silent.
- Every license verdict above cites a URL that was actually fetched during the audit; per-row evidence lists are in `license_audit_v1.json` under `evidence_checked`.
- Attribution obligations that must appear in the corpus README: CC-BY-4.0 credit for every Monash/Zenodo, UCI, mediaTUM/WeatherBench and JHU CSSE derived source; the Copernicus notice for WeatherBench; ERCOT attribution; and the Menne et al. (2009) citation for USHCN.