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Module 01: Introduction to Data and Data Types

1.1 What is Data?

Level: 1 | Version: v1.1 | Author: Meptrasoft

Overview

Before learning SQL and databases, we first need to understand data.

Data is the basic information that computer systems collect, store, process, and use.

Examples from a college:

TEXT
Student Name
Student ID
Age
Department
Marks
Attendance
Email

Data is a collection of facts or values that can be stored, processed, and used to obtain useful information.

What is Data? — Concepts, Types, and Storage
Figure 1: Data represents facts and values collected from real-world activities and stored or processed by computer systems.

Real-World Example: Student Mark Sheet

Consider a college mark sheet:

Student Subject Marks
Arun Python 85
Priya Python 92
Karthik Python 67

Values such as Arun, Python, and 85 are data.

When we process the data, we can answer:

TEXT
Highest mark?
Class average?
Who scored above 80?
TEXT
RAW DATA
   ↓
PROCESSING
   ↓
USEFUL INFORMATION

What Can Be Data?

Data can have many forms:

Type Example
Text "Arun"
Numeric 25, 87.5
Date/Time 2026-08-28
Image Student photo
Audio Voice recording
Video Online class
Document/File PDF, CSV

Data in Everyday Life

When you order food, an application may collect:

TEXT
Customer Name
Restaurant
Food Item
Quantity
Price
Delivery Address
Order Time
Payment Status

The system can process this data into:

TEXT
Order Total = ₹450
Payment Status = Successful
Delivery Status = Out for Delivery

Data vs Information

Data is a raw value.

TEXT
45

Information gives that value meaning.

TEXT
Student Mark = 45

Example:

TEXT
Raw Data:
45, 80, 90, 70, 95

After Processing:
Highest Mark = 95
Average Mark = 76

Data → Raw value
Information → Meaningful processed data


Where Is Data Stored?

Data can exist in:

TEXT
Files
CSV
Excel
Applications
Databases
Cloud Storage

When data becomes large and needs organized storage and querying, databases become useful.

TEXT
DATA
  ↓
DATABASE
  ↓
SQL
  ↓
RESULT

Data in a Database

A database table organizes data into rows and columns:

Student_ID Name Department Marks
101 Arun CSE 85
102 Priya IT 92
103 Karthik CSE 67

SQL can then retrieve required data:

SQL
SELECT Name, Marks
FROM Students
WHERE Marks > 80;

Result:

Name Marks
Arun 85
Priya 92

Data vs Database

TEXT
DATA
→ Actual values

DATABASE
→ Organized system for storing and managing those values

Data is the content; a database organizes and manages the content.


Common Beginner Mistakes

✗ Mistake ✓ Correct Understanding
Data means only numbers Data can be text, numbers, dates, images, audio, video, and more
Data and information are the same Information gives data useful meaning
Data exists only inside databases Data can exist in files, applications, documents, and memory
A database is the same as data A database stores and manages data
A single value always has meaning Context may be needed

Placement Quick Points

TEXT
DATA        → RAW FACTS / VALUES
INFORMATION → MEANINGFUL PROCESSED DATA
DATABASE    → STORES AND MANAGES DATA
SQL         → WORKS WITH DATABASE DATA
  • Data is the basic input used by computer systems.
  • Data can exist in many forms.
  • Processing and context can turn data into useful information.
  • A database organizes and manages data.
  • SQL is used to work with data stored in relational databases.

Interview Questions

What is data?

Data is a collection of raw facts or values that can be stored and processed.

Give examples of data.
TEXT
Name → Arun
Age → 20
Marks → 85
Department → CSE

Images, audio, video, and documents can also be data.

What is the difference between data and information?
TEXT
Data        → Raw facts
Information → Meaningful processed data
Can data exist without a database?

Yes. It can exist in files, CSVs, Excel, applications, documents, memory, and other storage systems.

What is the relationship between data, database, and SQL?
TEXT
DATA
 ↓
DATABASE
 ↓
SQL
 ↓
RESULT

Practice & Hands-On Exercises

  1. Define data in your own words.
  2. Give five examples of college data.
  3. Give three examples of data collected by a food delivery app.
  4. Explain data vs information with your own example.
  5. Explain:
TEXT
Data → Database → SQL → Result
  1. Identify three pieces of data from a student table.
  2. Explain why 100 may need context before it becomes meaningful information.

💡 Tip: Test your queries using the in-browser interactive runner above.


Key Takeaway

TEXT
DATA
↓
RAW FACTS / VALUES
↓
DATABASE
↓
SQL
↓
USEFUL RESULT / INFORMATION

Data is the foundation of databases. SQL is one of the main tools used to work with that data.

End of What is Data?