'Pandas: How to merge all rows into a single row?
I have the following dataframe:
text
1 "abc"
2 "def"
3 "ghi"
4 "jkl"
How can I merge these rows into a dataframe with a single row like the following one?
text
1 "abc, def, ghi, jkl"
Comma separation is not a must but all the values should be in a single row. The values can also be stored in a comma separated list of strings.
Solution 1:[1]
If you just want the list of values, use to_list:
sr = pd.Series(', '.join(df['text'].to_list()), name='text')
# OR
df = pd.DataFrame([', '.join(df['text'].to_list())], columns=['text'])
Output:
>>> sr
0 abc, def, ghi, jkl
Name: text, dtype: object
>>> df
text
0 abc, def, ghi, jkl
Sources
This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.
Source: Stack Overflow
| Solution | Source |
|---|---|
| Solution 1 | Corralien |
