Python check if dataframe type

Python: check type and ifno of a data frame

df.shape
df.info()
df.dtypes
des = df.describe()                        # Summary
des_num = df.describe(include=[np.number]) # Include only numerical columns
des_obj = df.describe(include=[np.object]) # Include only string columns
des_obj.transpose()

# Show list of variable / columns in DF
df.columns

# Count number of variables / columns in DF
len(df.columns)

# Count variable
df["myvar"].value_counts()

Source: stackoverflow.com

Similar codes

0 vote259 views1 answer
Sort first element reverse sort second python
Python
-1 vote249 views2 answers
Get tuple value python
Python
0 vote236 views1 answer
Binarizer pyspark
Python
0 vote262 views1 answer
Load local data to django
Python
3 votes254 views2 answers
Pathlib current directory
Python
1 vote270 views1 answer
Iterate over dictionary django
Python
-1 vote297 views2 answers
Python timestamp to yyyy-mm-dd
Python
12 votes261 views3 answers
Setwd python
Python
0 vote226 views1 answer
Unique combinations python
Python
100 votes247 views6 answers
Pip3 upgrade
Python