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I'm searching for my thesis about time-series (non-video) dataset for the purpose of clustering (and classification). By non-video I mean the dataset should not be video data. Any idea of dataset or where I can get such data? Any suggestions is welcome. Thanks guys

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Check out enigma.io's 'Public Data Explorer' and search for business license permits. This will result in a long list of locations that you can the use the service's filtering feature to hone in on a small enough area to provide a dataset that is manageable and not massive in size. After doing that, you'll have the address data of license permit issuances and the date they were first issued. That will then allow you to plot urban development over time geospatially.

There will likely be such high-density of permits you'll have an example ripe for clustering via space on map and classification by permit type.

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