Which data ingestion method is primarily used to collect data from users' devices and requires integration?

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The correct answer is the Software Development Kit (SDK), which is instrumental in collecting data directly from users' devices. An SDK is a set of tools that developers utilize to create applications for specific platforms. By integrating an SDK into a mobile or web application, it enables the automatic collection of user interactions, events, and other relevant data without needing extensive manual input from the user. This seamless integration allows for real-time data tracking as users engage with the application, providing valuable insights into user behavior and preferences.

The other options, while related to data ingestion, do not primarily focus on gathering data directly from user devices in the same comprehensive manner that an SDK does. For instance, CSV User Import often involves uploading pre-compiled data files, which lack the interactive element of real-time user data collection. Similarly, APIs facilitate data exchange between systems but typically require more technical setup and are not as user-centric as SDKs. Webhooks, on the other hand, are used to send real-time data notifications about specific events but rely on external triggers rather than actively collecting data from end users' devices. Hence, the SDK stands out as the method that best suits the requirement for integration and direct data collection from mobile or web environments.

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