Solve - TypeError: 'float' object is not iterable in Python

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Borislav Hadzhiev

Last updated: Apr 20, 2022

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Solve - TypeError: 'float' object is not iterable in Python #

The Python "TypeError: 'float' object is not iterable" occurs when we try to iterate over a float or pass a float to a built-in function like, list() or tuple(). To solve the error, use the range() built-in function to iterate over a range, e.g. for i in range(int(3.0)):.

typeerror float object is not iterable

Here is an example of how the error occurs.

main.py
my_float = 3.1 # ⛔️ TypeError: 'float' object is not iterable for i in my_float: print(i)

We are trying to iterate over a floating-point number, but floats are not iterable.

We can use the range() built-in function to iterate over a range.

main.py
my_float = 3.1 for i in range(int(my_float)): print(i) # 👉️ 0 1 2
Notice that we also used the int() function to convert the float to an integer because the range function expects an integer argument.

The range function is commonly used for looping a specific number of times in for loops and takes the following parameters:

NameDescription
startAn integer representing the start of the range (defaults to 0)
stopGo up to, but not including the provided integer
stepRange will consist of every N numbers from start to stop (defaults to 1)
If you only pass a single argument to the range() constructor, it is considered to be the value for the stop parameter.

If values for the start and stop parameters are provided, the start value is inclusive, whereas the stop value is exclusive.

main.py
my_float = 3.1 for i in range(1, int(my_float)): print(i) # 👉️ 1 2
Another common cause of the error is passing a float to the built-in constructors, e.g. list(), dict(), tuple() and set().

The following 4 calls to the built-in constructors cause the error.

main.py
my_float = 3.1 # ⛔️ TypeError: 'float' object is not iterable list(my_float) dict(my_float) tuple(my_float) set(my_float)

To solve the error, we have to correct the assignment and figure out where the float value is coming from.

Here are working examples of using the 4 built-ins.

main.py
l = list(['a', 'b', 'c']) print(l) # 👉️ ['a', 'b', 'c'] d = dict(name='Alice', age=30) print(d) # 👉️ {'name': 'Alice', 'age': 30} t = tuple([1, 2, 3]) print(t) # 👉️ (1, 2, 3) s = set(['a', 'b', 'a']) print(s) # 👉️ {'a', 'b'}

You have to figure out where the float value came from and correct the assignment.

If you need to iterate with both the index and the current character or element, use the enumerate() function.

main.py
my_str = 'hello' for idx, c in enumerate(my_str): print(idx, c) # 👉️ 0 h, 1 e, 2 l... my_list = ['a', 'b', 'c'] for idx, el in enumerate(my_list): print(idx, el) # 👉️ 0 a, 1 b, 2 c

If you need to check if an object is iterable, use a try/except statement.

main.py
my_str = 'hello' try: my_iterator = iter(my_str) for i in my_iterator: print(i) # 👉️ h, e, l, l, o except TypeError as te: print(te)

The iter() function raises a TypeError if the passed in value doesn't support the __iter__() method or the sequence protocol (the __getitem__() method).

If we pass a non-iterable object like a float to the iter() function, the except block is ran.

main.py
my_float = 3.5 try: my_iterator = iter(my_float) for i in my_iterator: print(i) except TypeError as te: print(te) # 👉️ 'float' object is not iterable

Examples of iterables include all sequence types (list, str, tuple) and some non-sequence types like dict, file objects and other objects that define an __iter__() or a __getitem__() method.

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