# Python | Find Min/Max in heterogeneous list

The lists in Python can handle different type of datatypes in it. The manipulation of such lists is complicated. Let’s say we have a problem in which we need to find the min/max integer value in which the list can contain string as a data type i.e heterogenous. Let’s discuss certain ways in which this can be performed.

Method #1 : Using list comprehension + `min()/max() + isinstance()`
This particular problem can be solved by filtering our search of min/max using the isinstance method, we can filter out the integer value and then can use min/max function to get required min/max value.

 `# Python3 code to demonstrate   ` `# Min / Max in heterogenous list ` `# using list comprehension + min()/max() + isinstance() ` ` `  `# initializing list ` `test_list ``=` `[``3``, ``'computer'``, ``5``, ``'geeks'``, ``6``, ``7``] ` ` `  `# printing original list  ` `print` `(``"The original list is : "` `+` `str``(test_list)) ` ` `  `# using list comprehension + min()/max() + isinstance() ` `# Min / Max in heterogenous list ` `res ``=` `min``(i ``for` `i ``in` `test_list ``if` `isinstance``(i, ``int``)) ` ` `  `# printing result ` `print` `(``"The minimum value in list is : "` `+` `str``(res)) `

Output :

```The original list is : [3, 'computer', 5, 'geeks', 6, 7]
The minimum value in list is : 3
```

Method #2 : Using `lambda + key + max()/min() + isinstance()`
The above problem can also be solved using the lambda function as a key in the min()/max() along with the isinstance method which performs the task of checking for integer values.

 `# Python3 code to demonstrate   ` `# Min / Max in heterogenous list ` `# using lambda + key + max()/min() + isinstance() ` ` `  `# initializing list ` `test_list ``=` `[``3``, ``'computer'``, ``5``, ``'geeks'``, ``6``, ``7``] ` ` `  `# printing original list  ` `print` `(``"The original list is : "` `+` `str``(test_list)) ` ` `  `# using lambda + key + max()/min() + isinstance() ` `# Min / Max in heterogenous list ` `res ``=` `max``(test_list, key ``=` `lambda` `i: (``isinstance``(i, ``int``), i)) ` ` `  `# printing result ` `print` `(``"The maximum value in list is : "` `+` `str``(res)) `

Output :

```The original list is : [3, 'computer', 5, 'geeks', 6, 7]
The maximum value in list is : 7
```

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