Published on

What is Data?

Authors

Introduction

In the modern world, we constantly hear about data. But what does this much-used word actually mean? This post is designed for beginners who want to understand the foundation of everything: what data is and why it matters.

Basic Definition

A datum is a symbolic representation (numbers, letters, images, sounds) of a fact, an observation, or a measurement. On its own, a datum is just a value. Its power emerges when it is organized and interpreted.

Examples of basic data:

  • Today's temperature: 30°C
  • The number of steps you took: 8500
  • A person's name: Ana
  • A photo saved on your phone

Data vs. Information

  • Data: The raw element, without context. Example: 5, 7, 9

  • Information: The result of processing and giving context to data. Example: "The numbers 5, 7, 9 represent the number of books read over three consecutive months."

Intuitive formula:

Information=Data+Context\text{Information} = \text{Data} + \text{Context}

Types of Data

  1. Qualitative data: describes qualities or categories. Example: colors (red, blue, green).

  2. Quantitative data: can be measured numerically. Example: height (1.75m), weight (70kg).

  3. Structured data: organized into tables or databases. Example: sales records in Excel.

  4. Unstructured data: has no defined format. Example: photos, audio, text messages.

Why Does It Matter?

  • It helps us make decisions based on facts rather than intuition.
  • It allows us to measure and compare.
  • It is the foundation of data science, artificial intelligence, and the analytics that drive today's world.

Conclusion

Data is the starting point. Understanding what it is and how it becomes useful information is the first step toward diving into the world of analytics and business intelligence.


Want to take the next step? Soon we'll talk about how data turns into knowledge and action.

Get the next one

Posts on data, analytics and the judgment calls that decide whether a model gets trusted.

ShareLinkedInXReddit