Abstract: Data preprocessing, which includes data integration, cleaning, and transformation, is often a time and effort-intensive step due to its fundamental importance. This crucial phase is integral ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Vivek Yadav, an engineering manager from ...

Tableau Desktop empowers individuals and teams to explore and communicate with data. The app works seamlessly on both Mac and PC, giving analysts and executives equal access to performance-optimized ...

Snowflake, Salesforce, dbt Labs and more than a dozen other technology companies announced Tuesday they will create a universal standard for how business data is defined and shared across platforms — ...

Grass-roots initiatives such as the 1000 Functional Connectomes Project (FCP) and International Neuroimaging Data- sharing Initiative (INDI) [1] are successfully amassing and sharing large-scale brain ...

Tableau is a leading data visualization and analytics platform that empowers you to connect, visualize, and share data in a way that makes it easier to understand. With its intuitive drag-and-drop ...

The Cancer Genome Atlas (TCGA) provides comprehensive genomic data across various cancer types. However, complex file naming conventions and the necessity of linking disparate data types to individual ...

Abstract: Surveying and mapping project operation, data analysis is a key link, when faced with complex data storage, different specifications and organization forms of multi-source data, the ...

Data science has become an important catalyst for innovation. With this, businesses can analyze massive amounts of data to derive insights, anticipate trends and make informed choices. But data ...