Let's say I have a DataFrame as data
, and I want to find if every single column in the data frame is an object and use it as an if condition.
example:
describe = data.describe
(if condition to find all the columns are 'object'):
agg = data.agg(['a','b','c'])
if not agg.empty:
describe = pd.concat(describe,agg)
describe = describe.round(2)
Your question is not without ambiguity, but you probably want to combinedtypes
, eq
and all
:
if df.dtypes.eq(object).all():
# do something
Another option:
if df.select_dtypes(exclude='object').empty:
# do something