I have a dictionary of string keys and float values.
mydict = {}
mydict["joe"] = 20
mydict["bill"] = 20.232
mydict["tom"] = 0.0
I want to filter the dictionary to only include pairs that have a value greater than zero.
In C#, I would do something like this:
dict = dict.Where(r=>r.Value > 0);
What is the equivalent code in Python?
Filter a Dictionary by values in Python using filter() filter() function iterates above all the elements in passed dict and filter elements based on condition passed as callback.
The strategy is to convert the list of dictionaries to a list of tuples where the tuples contain the items of the dictionary. Since the tuples can be hashed, you can remove duplicates using set (using a set comprehension here, older python alternative would be set(tuple(d.
Practical Data Science using PythonPython dictionary doesn't allow key to be repeated.
d = dict((k, v) for k, v in d.iteritems() if v > 0)
In Python 2.7 and up, there's nicer syntax for this:
d = {k: v for k, v in d.items() if v > 0}
Note that this is not strictly a filter because it does create a new dictionary.
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With