# Data Types and Type Conversion

Last updated on 2023-05-08 | Edit this page

Estimated time: 20 minutes

## Overview

### Questions

- What kinds of data do programs store?
- How can I convert one type to another?

### Objectives

- Explain key differences between integers and floating point numbers.
- Explain key differences between numbers and character strings.
- Use built-in functions to convert between integers, floating point numbers, and strings.

## Every value has a type.

- Every value in a program has a specific type.
- Integer (
`int`

): whole numbers like 3 or -512. - Floating point number (
`float`

): fractional numbers like 3.14159 or -2.5. - Whole numbers may also be stored as floats, e.g.
`1.0`

, but`1.0`

would still be stored as a`float`

. - Character string (usually called “string”,
`str`

): text.- Written in either single quotes or double quotes (as long as they match).
- The quotation marks aren’t printed using
`print()`

, but may appear when viewing a value in the Jupyter Notebook or other Python interpreter.

## Use the built-in function `type`

to find the type of a
value.

- Use the built-in function
`type`

to find out what type a value has. - This works on variables as well.
- But remember: the
*value*has the type — the*variable*is just a label. - When you change the value of a variable to a new data type, the
results of
`print(type(your_variable))`

will change accordingly.

- But remember: the

### OUTPUT

`<class 'int'>`

### OUTPUT

`<class 'str'>`

## Types control what operations (or methods) can be performed on a given value.

- A value’s type determines what the program can do to it.

### OUTPUT

`2`

### ERROR

```
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-2-67f5626a1e07> in <module>()
----> 1 print('hello' - 'h')
TypeError: unsupported operand type(s) for -: 'str' and 'str'
```

## You can use the `+`

and `*`

operators on
strings.

- “Adding” character strings concatenates them.

### OUTPUT

`Ahmed Walsh`

- Multiplying a character string by an integer
*N*creates a new string that consists of that character string repeated*N*times.- Since multiplication is repeated addition.

- There are more ways that traditional math operators will work on other data types. There isn’t a perfect formula for figuring out what they do, so experimentation is valuable.

### OUTPUT

`==========`

## Strings have a length (but numbers don’t).

- The built-in function
`len`

counts the number of characters in a string.

### OUTPUT

`11`

- But numbers don’t have a length (not even zero).

### ERROR

```
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-3-f769e8e8097d> in <module>()
----> 1 print(len(52))
TypeError: object of type 'int' has no len()
```

## Must convert numbers to strings or vice versa when operating on them.

- Cannot add numbers and strings.

### ERROR

```
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-4-fe4f54a023c6> in <module>()
----> 1 print(1 + '2')
TypeError: unsupported operand type(s) for +: 'int' and 'str'
```

- Not allowed because it’s ambiguous: should
`1 + '2'`

be`3`

or`'12'`

? - Some types can be converted to other types by using the type name as a function.

### OUTPUT

```
3
12
```

## Can mix integers and floats freely in operations.

- Integers and floating-point numbers can be mixed in arithmetic.
- Python automatically converts integers to floats as needed.

### OUTPUT

```
half is 0.5
three squared is 9.0
```

## Variables only change value when something is assigned to them.

- If we make one cell in a spreadsheet depend on another, and update the latter, the former updates automatically.
- This does
**not**happen in programming languages.

### OUTPUT

`first is 2 and second is 5`

- The computer reads the value of
`first`

when doing the multiplication, creates a new value, and assigns it to`second`

. - After that,
`second`

does not remember where it came from.

### Choose a Type

What type of value (integer, floating point number, or character string) would you use to represent each of the following? Try to come up with more than one good answer for each problem. For example, in # 1, when would counting days with a floating point variable make more sense than using an integer?

- Number of days since the start of the year.
- Time elapsed since the start of the year.
- Call number of a book.
- Standard book loan period.
- Number of reference queries in a year.
- Average library classes taught per semester.

- Integer
- Float
- String
- Integer
- Integer
- Float

### Division Types

There are three different types of division:

- ‘Normal’ division (aka floating-point division) is what most people may be familiar with: 5 / 2 = 2.5
- Floor division, which cuts out the part after the period: 5 / 2 = 2
- Modulo division, which only keeps the remained after division: 5 / 2 = 1

In Python 3, the `/`

operator performs floating-point
division, the `//`

operator performs floor division, and the
‘%’ (or *modulo*) operator calculates the modulo division:

### OUTPUT

```
5 // 3: 1
5 / 3: 1.6666666666666667
5 % 3: 2
```

If `num_students`

is the number of students enrolled in a
course (let say 600), and `num_per_class`

is the number that
can attend a single class (let say 42), write an expression that
calculates the number of classes needed to teach everyone.

Depending on requirements it might be important to detect when the
number of students per class doesn’t divide the number of students
evenly. Detect it with the `%`

operator and test if the
remainder that it returns is greater than 0.

### PYTHON

```
num_students = 600
num_per_class = 42
num_classes = num_students // num_per_class
remainder = num_students % num_per_class
print(num_students, 'students,', num_per_class, 'per class')
print(num_classes, ' full classes, plus an extra class with only ', remainder, 'students')
```

### OUTPUT

```
600 students, 42 per class
14 full classes, plus an extra class with only 12 students
```

### Strings to Numbers

Where reasonable, `float()`

will convert a string to a
floating point number, and `int()`

will convert a floating
point number to an integer:

### OUTPUT

```
string to float: 3.4
float to int: 3
```

**Note:** conversion is some times also called
typecast.

If the conversion doesn’t make sense, however, an error message will occur

### ERROR

```
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
<ipython-input-5-df3b790bf0a2> in <module>()
----> 1 print("string to float:", float("Hello world!"))
ValueError: could not convert string to float: 'Hello world!'
```

Given this information, what do you expect the following program to do?

What does it actually do?

Why do you think it does that?

What do you expect this program to do? It would not be so
unreasonable to expect the Python `int`

command to convert
the string “3.4” to 3.4 and an additional type conversion to 3. After
all, Python performs a lot of other magic - isn’t that part of its
charm?

However, Python throws an error. Why? To be consistent, possibly. If you ask Python to perform two consecutive typecasts, you must convert it explicitly in code.

### PYTHON

```
num_as_string = "3.4"
num_as_float = float(num_as_string)
num_as_int = int(num_as_float)
print(num_as_int)
```

### OUTPUT

`3`

We could also write it in a single line like this:
`int(float("3.4"))`

Answer: 1 and 4.

- is correct
- gives 2.1
- gives an error because we cannot convert text to int directly
- is correct
- gives 2 (as an integer not as a float)
- gives an error because
`second`

is a string.

### Key Points

- Every value has a type.
- Use the built-in function
`type`

to find the type of a value. - Types control what operations can be done on values.
- Strings can be added and multiplied.
- Strings have a length (but numbers don’t).
- Must convert numbers to strings or vice versa when operating on them.
- Can mix integers and floats freely in operations.
- Variables only change value when something is assigned to them.