4. Data Representation Number Systems (Binary, Decimal, Octal, Hexadecimal), Binary Arithmetic, Data Units (Bit, Byte, KB, MB, GB, TB), Character Encoding (ASCII, Unicode),
Data representation refers to the method by which information, numbers, text, images, and instructions are stored and processed inside a computer system.
Computers operate using electronic circuits that can only recognize two states:
Because of this limitation, computers use the binary number system to represent all types of data. Everything inside a computer—numbers, letters, images, and sounds—is ultimately converted into binary form before processing.
Data representation helps computers convert human-readable information into a form that machines can understand and manipulate.
A number system is a method used to represent numbers using a specific set of digits or symbols.
Computers use different number systems for performing calculations and representing data. The most important number systems used in computing include:
Each number system is defined by its base (or radix), which determines how many digits are used in that system.
The decimal number system is the number system commonly used by humans in everyday life.
It uses ten digits:
0, 1, 2, 3, 4, 5, 6, 7, 8, 9
Because it contains ten digits, it is called base 10.
In this system, the value of each digit depends on its position. Each position represents a power of 10.
Example:
Decimal number 345
= 3 × 10² + 4 × 10¹ + 5 × 10⁰
= 3 × 100 + 4 × 10 + 5 × 1
= 300 + 40 + 5
Computers convert decimal numbers into binary form before processing them.
The binary number system is the most important number system in computing because computers operate using binary signals.
Binary uses only two digits:
0 and 1
These digits represent electrical states:
Since it uses two digits, it is called base 2.
Example:
Binary number 1011
= 1 × 2³ + 0 × 2² + 1 × 2¹ + 1 × 2⁰
= 8 + 0 + 2 + 1
= 11 (decimal)
Binary numbers are used internally by computers to perform calculations and store data.
The octal number system uses eight digits:
0, 1, 2, 3, 4, 5, 6, 7
Because it contains eight digits, it is called base 8.
Octal numbers are often used as a shorter representation of binary numbers because one octal digit corresponds to three binary digits.
Example:
Octal number 17
= 1 × 8¹ + 7 × 8⁰
= 8 + 7
= 15 (decimal)
Octal notation is sometimes used in programming and digital systems.
The hexadecimal number system uses sixteen symbols to represent numbers.
These include:
0–9 and A–F
Where:
Because it contains sixteen symbols, it is called base 16.
Example:
Hexadecimal number 2A
= 2 × 16¹ + A × 16⁰
= 2 × 16 + 10 × 1
= 32 + 10
= 42 (decimal)
Hexadecimal numbers are widely used in:
Binary arithmetic refers to performing mathematical operations using binary numbers.
Since binary numbers contain only 0 and 1, arithmetic operations follow simple rules.
The main binary operations include:
Binary addition follows simple rules similar to decimal addition but uses only two digits.
Rules of binary addition:
In binary addition, 10 represents decimal 2, so 0 is written and 1 is carried to the next column.
Example:
101 + 011 ----- 1000
Binary addition is widely used in computer processors for performing calculations.
Binary subtraction also follows simple rules.
Rules:
Example:
1010 -0011 ----- 0111
Binary subtraction is used in arithmetic logic units (ALU) during computation.
Binary multiplication follows rules similar to decimal multiplication but is simpler because only two digits are involved.
Rules:
Example:
101 × 11 ------- 101 + 1010 ------- 1111
Binary multiplication is used in digital processors for complex calculations.
Binary division is similar to decimal division but performed using binary numbers.
Example:
110 ÷ 10 = 11
Binary division is used in computer arithmetic operations and digital processing.
Computers store and process data in small units of digital information.
These units are based on binary digits (bits) and are used to measure storage capacity and data size.
A bit (Binary Digit) is the smallest unit of data in a computer system.
It can have only two possible values:
0 or 1
Bits represent electrical signals inside computer circuits.
A byte is a group of 8 bits.
One byte is typically used to represent one character, such as a letter or number.
Example:
The letter A is stored as 8 bits in memory.
A kilobyte represents approximately 1,024 bytes.
It is commonly used to measure small files such as text documents.
A megabyte represents approximately 1,024 kilobytes.
It is used to measure:
A gigabyte represents approximately 1,024 megabytes.
It is commonly used to measure:
A terabyte represents approximately 1,024 gigabytes.
Modern storage devices such as hard drives and servers may have capacities of several terabytes.
These units are used to measure computer memory and storage capacity.
Computers store text characters as binary numbers. Character encoding systems define how characters such as letters, numbers, and symbols are represented using binary codes.
These encoding systems allow computers to correctly store, process, and display text.
Two important character encoding standards are:
ASCII is one of the earliest character encoding standards used in computers.
It assigns a unique numeric value to each character, including letters, numbers, punctuation marks, and control characters.
ASCII uses 7 bits, allowing representation of 128 characters.
Examples:
ASCII was widely used in early computer systems and programming languages.
However, it is limited because it only supports English characters.
Unicode is a modern character encoding standard designed to represent characters from all languages in the world.
Unicode supports thousands of characters, including:
Unicode allows computers to display text from different languages correctly.
The most widely used Unicode encoding today is UTF-8, which is used on the internet and in modern software systems.
Data representation is a fundamental concept in computer science because it defines how information is stored and processed inside digital systems. By using binary numbers, different number systems, data units, and character encoding standards, computers can efficiently represent and manipulate all types of digital information.