# Data Articles - Amplitude Learn more about data around product and web analytics and experimentation. Source: https://amplitude.com/en-us/explore/data --- # Data Articles ## Data Articles ### [What Is Data Taxonomy?](/explore/data/what-data-taxonomy) [A data taxonomy allows organizations to manage and classify information. Explore the benefits, examples, and alternatives to data taxonomies below.](/explore/data/what-data-taxonomy) [Read more](/explore/data/what-data-taxonomy) ### [Data Analytics: The Full Guide](/explore/data/what-data-analytics) [Learn about the world of data analytics and understand how it can help harness the power of your organization’s data. Learn the ins and outs of data analytics today.](/explore/data/what-data-analytics) [Read more](/explore/data/what-data-analytics) ### [What Is Data Cleaning?](/explore/data/data-cleaning-guide) [Discover how data cleaning improves datasets and enables reliable analyses central to business growth and success. Learn the methods and best practices.](/explore/data/data-cleaning-guide) [Read more](/explore/data/data-cleaning-guide) ### [What Is A Data Warehouse? Examples Included](/explore/data/what-data-warehouse) [Data warehouses enable businesses to store, track, and effectively manage historical and real-time data. Gain valuable insights to expand your strategy.](/explore/data/what-data-warehouse) [Read more](/explore/data/what-data-warehouse) ## All Articles #### [What Is Data Preparation? 101 Guide](/explore/data/data-preparation) Data preparation transforms raw, messy data into analysis-ready formats. Learn what it is, the steps involved, and why it’s crucial for data-driven insights. #### [What Is A Data Lake? Full Guide](/explore/data/what-data-lake) Explore the power of data lakes and discover how they can help businesses harness the potential of their raw, unstructured data to drive profit and growth. #### [Advanced Data Structures Explained](/explore/data/what-how-data-structure) Learn how advanced data structures allow businesses to create more efficient algorithms and effective programs to gain a competitive edge and enhance their growth. #### [Customer data platforms explained](/explore/data/what-customer-data-platform) A customer data platform (CDP) unifies your customer data in a centralized hub. Explore customer data platform benefits and find out how to choose a CDP. #### [What Is Data Visualization? Benefits & Techniques](/explore/data/data-visualization) Explore how data visualization helps simplify datasets through compelling graphics. Discover how it leads to better communication and sharpened decisions. #### [What is Data Governance? Complete Guide](/explore/data/data-governance-guide) Understand the foundations of efficient data management with our guide to data governance, exploring its principles, benefits, and differences between other key terms. #### [The Guide to Data Accessibility](/guides/data-accessibility) Data accessibility is an important, but difficult, challenge for many businesses. In this guide, we walk through how to get intuitive analytics quickly. #### [What Is Data Mapping? 101 Guide](/explore/data/what-is-data-mapping) Learn the ins and outs of data mapping in our complete guide. From smooth integration to quality assurance, explore how it can help you manage and use your data. #### [What Is A Data Pipeline? Guide & Examples](/explore/data/what-is-a-data-pipeline) Explore data pipelines, learning everything from their definition and architecture to the types and use cases. Discover how to move and transform your data. #### [What is a Data Analytics Platform?](/explore/data/data-analytics-platform) Learn more about data analytics platforms in our data content hub. Data analytics platforms offer businesses a a place to collect, process, analyze, and visualize large data volumes. #### [A Complete Guide To Data: High-level Overview](/explore/data/what-is-data-guide) Dive into our comprehensive guide to data—uncover what it is, why it matters, and how businesses use it to thrive. Your companion in the world of data insights. #### [What is Big Data Analytics? Full Guide and Examples](/explore/analytics/what-big-data-analytics) Uncover the realm of big data analytics: its impact, tools, challenges, and real-world applications across industries. Dive into data-driven insights now. #### [What Is CUPED (Controlled Experiment Using Pre-Experiment Data)?](/explore/experiment/cuped-explanation-guide) Explore CUPED, a statistical method that enhances experimental accuracy. Learn how pre-experiment data reshapes experiments and provides more accurate results. #### [What Is Data Cleaning?](/explore/data/data-cleaning-guide) Discover how data cleaning improves datasets and enables reliable analyses central to business growth and success. Learn the methods and best practices. #### [What Is A Data Warehouse? Examples Included](/explore/data/what-data-warehouse) Data warehouses enable businesses to store, track, and effectively manage historical and real-time data. Gain valuable insights to expand your strategy. #### [What Are Data Clean Rooms, & How Do They Work?](/explore/data/data-clean-rooms) Learn how data clean rooms enable privacy-first data collaboration, helping businesses get valuable insights while adhering to strict data protection standards. #### [Data Drift: How To Detect, Measure, & Handle It](/explore/data/data-drift) Discover how to detect, monitor, and manage data drift. Learn how to keep your machine learning models accurate and relevant as data changes and patterns emerge. #### [What Are Data Insights? Examples & How To Get Them](/explore/data/data-insights) Unlock data insights to drive smarter decisions. Learn how to turn data into actionable revelations that solve problems, spot trends, and drive business growth. #### [What Is Data Integration? Types and Analytics Benefits](/explore/data/data-integration) Learn about data integration, its types, and how it can support analytics. Discover the different ways to unify and get the most out of your product data. #### [What Is Data Intelligence? A Complete Guide](/explore/data/data-intelligence) Discover what data intelligence is and how it transforms raw data into actionable insights, helping businesses make smarter decisions and stay competitive. #### [What Is Data Strategy? Guide With Examples](/explore/data/data-strategy-guide) Discover everything you need to know about crafting a data strategy with our practical guide. Learn to transform data chaos into a valuable strategic asset. #### [Understanding Data Tables - Examples Included](/explore/data/data-tables) Discover how data tables can unlock insights, track user behavior, and drive decisions. Learn best practices to make data analysis more efficient and effective. #### [Understanding First-, Second-, Third-, and Zero-Party Data](/explore/data/first-second-third-zero-party-data) Learn the differences between first-, second-, third-, and zero-party data, and learn how to use each type to drive personalized, privacy-compliant strategies. #### [Data Latency Explained: Definition and Solutions](/explore/data/data-latency) Data Latency is the delay between when data is created and when it’s ready for use. Learn how to measure, monitor, and cut latency with real-time analytics in Amplitude. #### [What Is Data Taxonomy?](/explore/data/what-data-taxonomy) A data taxonomy allows organizations to manage and classify information. Explore the benefits, examples, and alternatives to data taxonomies below.