All integers that can be represented by floating point numbers have an exact representation. So you can safely use int on the result. Inexact representations occur only if you are trying to represent a rational number with a denominator that is not a power of two.

That this works is not trivial at all! It's a property of the IEEE floating point representation that int∘floor = ⌊⋅⌋ if the magnitude of the numbers in question is small enough, but different representations are possible where int(floor(2.3)) might be 1.

To quote from Wikipedia,

Any integer with absolute value less than or equal to 224 can be exactly represented in the single precision format, and any integer with absolute value less than or equal to 253 can be exactly represented in the double precision format.

Answer from Philipp on Stack Overflow
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Wikipedia
en.wikipedia.org › wiki › IEEE_754
IEEE 754 - Wikipedia
1 month ago - The standard addressed many problems found in the diverse floating-point implementations that made them difficult to use reliably and portably. Many hardware floating-point units use the IEEE 754 standard. ... arithmetic formats: sets of binary and decimal floating-point data, which consist of finite numbers (including signed zeros and subnormal numbers), infinities, and special "not a number" values (NaNs) interchange formats: encodings (bit strings) that may be used to exchange floating-point data in an efficient and compact form
Discussions

float --> int conversion
hi, im sure this has been asked before but i cant find it anywhere- how do you convert a float to an int [and vice versa], in the game engine it can be done with non scripted properties but i cant figure how to do it when runninga script in normal blender. thanks will More on blenderartists.org
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0
October 19, 2005
Float and int function
float() and int() are mainly use to convert strings to numbers. They actually create a number from the strings. int() is also often use to create an integer number from a float number. A classic example is when you ask the user for a number. The input function always returns a string of character. To perform calculation you need a number (int or float). So you must create a number from that string. As in: string_number = input("Enter temperature in °F (integer): ") temp_far = int(string_number) temp_cel = (temp_far-32) * (5/9) # the result here is a float print("Temperature in celsius (float)", temp_cel) temp_cel_int = int(temp_cel) # creates an integer number from the float print("Temperature in Celsius (integer)", temp_cel_int) Using float on strings from math import radians angle_string = input("Enter a precise angle in degrees with decimal: ") angle_float = float(angle_string) radians_float = radians(angle_float) print("That angle in degrees is",radians_float,"in radians") More on reddit.com
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10
5
March 25, 2023
How to convert int to float in python? - Stack Overflow
Does anyone know how to convert int to float. For some reason, it keeps on printing 0. I want it to print a specific decimal. sum = 144 women_onboard = 314 proportion_womenclass3_survived = sum / n... More on stackoverflow.com
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Python: Convert float to int in numpy array
I’m trying to convert floats to integer in python and store the integer in a string, but I’m still getting the string with float values. Can anyone please help me to understand, how I can convert float to int and store the int value in the string? Code having issue: _number_of_alphabets, ... More on discuss.python.org
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0
February 16, 2022
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LabEx
labex.io › tutorials › python-how-to-convert-between-integers-and-floats-in-python-397961
How to convert between integers and floats in Python | LabEx
Python, a versatile programming language, offers seamless integration between integers and floats, two fundamental data types. In this tutorial, we will delve into the process of converting between these data types, equipping you with the necessary skills to handle numerical data effectively ...
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DataCamp
datacamp.com › tutorial › python-data-type-conversion
Python Data Type Conversion: A Guide With Examples | DataCamp
February 16, 2025 - It is commonly used when the automatic (implicit) conversion provided by Python doesn’t meet your requirements. ... Note: While explicit conversions are highly useful, they can lead to information loss. For instance, converting a floating-point number to an integer will discard its fractional part.
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code monk
drj11.wordpress.com › 2009 › 02 › 27 › python-integer-int-float
Python: integer, int, float | code monk
February 27, 2009 - This entry was posted on 2009-02-27 at 09:35:17 and is filed under python. ... A couple of puzzles. First, surely finally is always executed? Your second definition of isinteger(x) would appear to always return False. Second, isinteger(1e6) does not do what you want becuase int(1e6) is not equal to 1e6 which is because they are actually different numbers. 1e6 represents a floating point number which is not equal to 1000000.
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Blender Artists
blenderartists.org › coding › python support
float --> int conversion - Python Support - Blender Artists Community
October 19, 2005 - hi, im sure this has been asked before but i cant find it anywhere- how do you convert a float to an int [and vice versa], in the game engine it can be done with non scripted properties but i cant figure how to do it when runninga script in normal blender. thanks will
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Reddit
reddit.com › r/learnpython › float and int function
r/learnpython on Reddit: Float and int function
March 25, 2023 -

Hello, please can someone explain to me when to use the float and int functions?

I mean should I use float when I am strictly dealing with decimal numbers, or when I want to convert whole numbers to decimal numbers?

pythonlearner

Top answer
1 of 4
5
float() and int() are mainly use to convert strings to numbers. They actually create a number from the strings. int() is also often use to create an integer number from a float number. A classic example is when you ask the user for a number. The input function always returns a string of character. To perform calculation you need a number (int or float). So you must create a number from that string. As in: string_number = input("Enter temperature in °F (integer): ") temp_far = int(string_number) temp_cel = (temp_far-32) * (5/9) # the result here is a float print("Temperature in celsius (float)", temp_cel) temp_cel_int = int(temp_cel) # creates an integer number from the float print("Temperature in Celsius (integer)", temp_cel_int) Using float on strings from math import radians angle_string = input("Enter a precise angle in degrees with decimal: ") angle_float = float(angle_string) radians_float = radians(angle_float) print("That angle in degrees is",radians_float,"in radians")
2 of 4
1
For string conversion, use the one appropriate to the string you're trying to convert. If you care about exact equality, don't use floats. Use integers, or maybe the Decimal class. If you want to know if floats are equal ish, keep in mind that the ish is always there. Use something like math.isclose to make such checks. There is rarely (almost never?) any need to explicitly convert integers to floats (unless you're doing something with numpy or similar). Integers will be automatically treated as floats during division (NOTE: different in some other languages), multiplication, etc. If you want to convert a float to integer, you can do that via int(2.3), but keep in mind how it rounds. There are other rounding functions that may or may not be more helpful (math.ceil, math.floor, round).
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GeeksforGeeks
geeksforgeeks.org › python › convert-floats-to-integers-in-a-pandas-dataframe
Convert Floats to Integers in a Pandas DataFrame - GeeksforGeeks
July 15, 2025 - In this example, the code begins by importing the NumPy module as 'np.' It then displays the data types of DataFrame 'df.' After that, it converts the 'Field_2' column from float to int using NumPy's int64 data type and displays the updated data types.
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Python documentation
docs.python.org › 3 › library › stdtypes.html
Built-in Types — Python 3.14.3 documentation
2 weeks ago - Also referred to as integer division. For operands of type int, the result has type int. For operands of type float, the result has type float. In general, the result is a whole integer, though the result’s type is not necessarily int.
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Python Engineer
python-engineer.com › posts › string-to-float
How to convert a string to float/integer and vice versa in Python - Python Engineer
February 9, 2022 - In this article, we will see how a string data type can be converted into float/int and vice versa. Python has built-in functions that help a user in typecasting one format into another. Conversion from string to float is done using the float() function.
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Seaborn Line Plots
marsja.se › home › programming › python › how to convert a float array to an integer array in python with numpy
How to Convert a Float Array to an Integer Array in Python with NumPy
August 20, 2023 - # convert array to integer python oned_int = oned.astype(int)Code language: PHP (php) Now, if we want to change the data type (i.e., from float to int) in the 2-dimensional array we will do as follows:
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Python.org
discuss.python.org › python help
Python: Convert float to int in numpy array - Python Help - Discussions on Python.org
February 16, 2022 - I’m trying to convert floats to integer in python and store the integer in a string, but I’m still getting the string with float values. Can anyone please help me to understand, how I can convert float to int and store the int value in the string? Code having issue: _number_of_alphabets, _number_of_numbers, _number_of_special_characters = ranges(_size,_number_of_alphabets,_number_of_numbers,_number_of_special_characters) _list = alphabets(_number_of_alphabets) _list = append(_lis...
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Reddit
reddit.com › r/learnpython › how to convert float to int in program
r/learnpython on Reddit: How to convert float to int in program
September 18, 2023 -

I created this program and was wondering that if someone were to input a decimal (ex: 1.5) for a rating, it would round down to 1 and show the correct number of starts. here's my code.

movie = input("Enter a movie: ")
stars = int(input("Rate between 1 and 5: "))

if stars == 1:
print(movie," *")
elif stars == 2:
print(movie," **")
elif stars == 3:
print(movie," ***")
elif stars == 4:
print(movie," ****")
elif stars == 5:
print(movie," *****")
if stars < 1:
print(movie," *")
elif stars > 5:
print(movie," *****")

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GeeksforGeeks
geeksforgeeks.org › dsa › convert-int-to-float
Convert int to float - GeeksforGeeks
March 26, 2024 - DSA Python · Last Updated : 26 Mar, 2024 · Converting an integer to a floating-point number involves changing the data type of the variable from int to float, allowing decimal values. This conversion is useful when performing arithmetic operations that result in fractional values or when working with numerical data that requires precision beyond whole numbers.
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DigitalOcean
digitalocean.com › community › tutorials › how-to-convert-integers-to-floats-in-python-3
How To Convert Integers to Floats in Python 3 | DigitalOcean
September 18, 2020 - Python’s float() method will convert integers to floats. This is a quick tutorial on converting floats to integer numbers.
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Python documentation
docs.python.org › 3 › library › functions.html
Built-in Functions — Python 3.14.3 documentation
2 weeks ago - If __float__() is not defined then it falls back to __index__(). See also float.from_number() which only accepts a numeric argument. If no argument is given, 0.0 is returned. The float type is described in Numeric Types — int, float, complex.
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Simplilearn
simplilearn.com › home › resources › software development › python float() function: key concepts [with examples]
Python float() Function: Key Concepts [With Examples]
November 27, 2024 - Learn how the float() function in Python converts a specified value into a floating point number. Syntax: float(value). A key function for numeric conversions.
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W3Schools
w3schools.com › python › python_numbers.asp
Python Numbers
Python Examples Python Compiler Python Exercises Python Quiz Python Challenges Python Server Python Syllabus Python Study Plan Python Interview Q&A Python Bootcamp Python Certificate Python Training ... Int, or integer, is a whole number, positive or negative, without decimals, of unlimited length. ... x = 1 y = 35656222554887711 z = -3255522 print(type(x)) print(type(y)) print(type(z)) Try it Yourself » · Float, or "floating point number" is a number, positive or negative, containing one or more decimals. ... Float can also be scientific numbers with an "e" to indicate the power of 10.