Linked Questions
67 questions linked to/from How to check for NaN values
13 votes
2 answers
41k views
NaN in python and validity checking [duplicate]
I'm doing a program where I optimize some values. Due to the equations, from time to time my values are NaN My problem, some of the entries are NaN. I would like to know if there is a test to check ...
0 votes
3 answers
1k views
How to remove nan (float) item(s) from a list of mixed data types in python [duplicate]
I have a list with mixed data types: Z = ['a','b', float('NaN'), 'd'] I would like to remove the nan observations. I tried the following based on a couple of multiple suggestions but nothing worked: ...
1 vote
1 answer
7k views
python : how to handle NaN data on if statement [duplicate]
I've got a csv file where some of data is empty. When I use an if statement, the NaN data is included to else statement. def warna_kota(population): if population < 10000: return '...
0 votes
2 answers
2k views
Doesn't pandas recognize the np.nan value? [duplicate]
I tried to check if a variable is equal to np.nan in the code(4th last line). But somehow I don't get a desired output while doing this rather when I use np.nan with check condition it sort of ignores ...
0 votes
0 answers
3k views
Is there any function in Python to check whether a value is "not is nan" [duplicate]
There is a function in numpy named np.isnan(A) to check whether A is nan. In my case, A could be a number with some unknown value or np.nan returned from another function. I need a function to tell me ...
1 vote
0 answers
2k views
look for nan in a python dictionary [duplicate]
I have a pandas dataframe converted into a dictionary (OrderedDict) and now I need to look for real NaN values (not the 'nan' string values) without pandas/numpy methods (as it should be independent ...
0 votes
1 answer
814 views
Nan object in Python String list [duplicate]
df = pd.read_csv(r'....movie_metadata.csv') director = df.director_name.tolist() #I kept director names to list movie = df.movie_title.tolist() But problem is director list has some nan values. When ...
0 votes
2 answers
531 views
remove keys from dict based on value example nan [duplicate]
how can I delete the keys in a dictionary that has values nan ? with and without creating new dictionary ? example: my_dictionary = dict( first=float("nan"), second="second"...
1 vote
1 answer
716 views
How to check whether a float in C language is a Nan or not [duplicate]
I used the following syntax if (uf > 0x7f800000) But this is not working. Any help will be appreciated!
0 votes
0 answers
598 views
Why if x!=np.nan is not working in the lambda method? [duplicate]
Given that i have a below datadrame: dt = pd.DataFrame({"Cabin" : ["Hello","Morning",np.NAN,"BBC"]}) I wish to apply the following process on the Cabin column: ...
1 vote
0 answers
137 views
How come ==np.nan in Python never works? [duplicate]
Let's say I have a pandas dataframe with some nan values. Every time I do something like df["column"] == np.nan, it always returns all False. It never returns True even though there are obvoiusly ...
0 votes
0 answers
137 views
What type of "NaN" does this Python Pandas dataframe column have? [duplicate]
So, I have a Pandas dataframe, and wish to iterate upon a column, doing stuff on the NaNs. Issue is: no direct comparison wants to give me a True. Checking the column via isna() and notnull() works ...
0 votes
1 answer
67 views
Pandas avoid element-wise NaN check for lists [duplicate]
I have a dataframe with columns containing both single NaNs, as well as lists which may contain NaN elements. Example: df = pd.DataFrame({'A': [[1, 2, 3], np.nan, [7, np.nan, np.nan], [4, 5, 6]]}) I ...
0 votes
0 answers
62 views
Identifying nan values for a variable [duplicate]
I am running a linregress regression and creating a statistic. Please see the following snippet of code: X = dfMyRoll.ix[1:,'SCORE'] Y = dfMyRoll.ix[1:,'SCORE_LAG'] slope,intercept,_,...
0 votes
1 answer
50 views
Check a null value in python [duplicate]
I have the following date in a dataframe: date1 date2 date3 -------------------------------------------------------- 16/07/2021 13:32 16/07/2021 14:25 26/07/2021 16:...