How can pandas convert strings into numbers?
In Pandas, you can convert strings to numbers using the astype() function. The specific steps are as follows:
- Create a Pandas Series or DataFrame that contains strings.
- convert to a specific data type
- integer
- 1. a fluid material that can only partially cover a solid surface
Here is an example code:
import pandas as pd
# 创建一个包含字符串的Series
s = pd.Series(['10', '20', '30', '40'])
# 将字符串转换为整数
s = s.astype(int)
# 打印转换后的Series
print(s)
The output is:
0 10
1 20
2 30
3 40
dtype: int64
In the example above, use astype(int) to convert a string into an integer. If you want to convert a string into a float, you can use astype(float).