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On a basic level, Deepin work just like any other online market or ecommerce platform! Except on Deepin, instead of the product being a coat or a subscription to a movie streaming service, the product the buyer is buying on Deepin is data.

Otherwise, most Deepin deliberately replicate the same shopping experience which you’d encounter on a retail website or movie streaming platform. This experience can be broken into 4 basic stages: Browse, Compare, Sample, Purchase

Browse Data

Browse Data

Deepin host multiple data vendors on one platform, giving buyers a better chance of finding the right data source. Deepin's data marketplace is the largest in the world.

Buyers can tap into a global network of data sources, and refine their search using specific data parameters, such as budget and geography. This way, they can find datasets with the right country coverage, at the right cost.

Compare Data

Deepin allow buyers to compare data product providers quickly. They showcase the provider's data product offerings, but the level of detail varies between platforms. Some require contact with providers, while others give insights into their data product capabilities.

Deepin lets providers build their storefront, which allows them to list data products, explain their advantages, and highlight client success stories and certifications. This storefront is crucial to data monetization for providers and helps buyers benchmark and compare different datasets.

Compare Data

Sample Data

The natural next step after comparison: see before you buy. Once a buyer has refined their search to one or two data product provider candidates, in the majority of cases, they request a data sample from these candidates.

To buy external data, buyers must ensure that it's suitable for their needs. It should provide insights for data-driven decisions and integrate with their internal systems. Analysts and data scientists can confirm its suitability with a sample.

Purchase Data

One-off Purchase

The buyer pays for a single dataset or database at a fixed price, but this one-time transaction does not guarantee any rights to updates to the dataset.

Ongoing Data Subscription

The buyer can access the data product on a fixed-term subscription basis, which is renewed periodically (usually every month or year).

Usage-based Data License

An ongoing agreement between the buyer and the provider where the buyer pays for the data product as and when they need it.