Where can I find big labeled anomaly detection dataset (e.g. Weather data )?

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Stavros Dafis

If I understood well of what you are looking for, please take a look at the CDO dataset of NOAA:

https://www.ncdc.noaa.gov/cdo-web/datasets

Al-abdulatif Abdulatif

Thanks Stavros.

Srinath Perera

Anomaly Detection: Algorithms, Explanations, Applications, Anomaly Detection: Algorithms, Explanations, Applications have created a large number of training data sets using data in UIUC repo ( data set Anomaly Detection Meta-Analysis Benchmarks & paper, http://www.outlier-analytics.org...).

KDD cup 1999 dataset ( labeled) is a famous choice. However, unlike many real data sets, it is balanced. KDD Cup 1999 Data

Data sets at http://odds.cs.stonybrook.edu/ are pretty good.

Kaggle has a credit card fraud data set: https://www.kaggle.com/dalpozz/c... (Credit Card Fraud DetectionAnonymized credit card transactions labeled as fraudulent or genuine)

Breast Cancer dataset https://archive.ics.uci.edu/ml/d... ( labeled)

https://github.com/numenta/NAB - OK, but generated data set