Concatenating Strings in Pandas
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- Name
- Brent
Concatenating Strings in Pandas
In Pandas, you can concatenate strings using the +
operator or the str.cat
method.
These methods allow you to combine strings from multiple columns into a single string.
+ operator Method
Here's an example of using the +
operator to concatenate strings:
import pandas as pd
df = pd.DataFrame({'first_name': ['John', 'Jane', 'Jim'],
'last_name': ['Doe', 'Smith', 'Johnson']})
df['full_name'] = df['first_name'] + " " + df['last_name']
print(df)
str.cat Method
The resulting dataframe will have a new column full_name
that concatenates the values from the first_name
and last_name
columns.
You can also use the str.cat
method to concatenate strings in Pandas.
The str.cat
method allows you to specify the separator between the strings, and you can use the join parameter to specify the join direction (left, right, or both).
Here's an example of using the str.cat method to concatenate strings:
df['full_name'] = df['first_name'].str.cat(df['last_name'], sep=' ')
print(df)
Summary
In conclusion, concatenating strings in Pandas is a straightforward process that you can accomplish using the +
operator or the str.cat
method.
Both methods allow you to combine strings from multiple columns into a single string and provide you with flexible options for specifying the separator and join direction.