Pandas show column types

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

Pandas show column types

# df is your pandas dataframe
df.dtypes

Pandas check if column is object type

for y in agg.columns:
    if(agg[y].dtype == np.float64 or agg[y].dtype == np.int64):
          treat_numeric(agg[y])
    else:
          treat_str(agg[y])

Source: stackoverflow.com

Similar codes

2 votes215 views2 answers
Pandas remove rows based on DATETIME column year
Python
1 vote231 views1 answer
How to say hello with name in python
Python
0 vote226 views1 answer
Dict to attr python
Python
0 vote237 views1 answer
Unpacking list using underscore
Python
-1 vote258 views1 answer
How to delete django superuser
Python Django
0 vote227 views1 answer
Dorp ligne in df where values equal zeros
Python
2 votes222 views3 answers
Sklearn version
Python
3 votes225 views4 answers
If or Python
Python
0 vote223 views1 answer
Discord.py get client avatar
Python
1 vote211 views1 answer
Check the input format of a date python
Python