How can tables be generated using Python?

6 months ago

1 minute

In Python, you can use the third-party library pandas to generate tables. pandas is a library that provides data structures and analysis tools, offering the DataFrame data structure for easily creating, manipulating, and displaying tabular data.

Here is a simple example code showing how to use pandas to create a table:

import pandas as pd

# 创建一个包含数据的字典
data = {
    'Name': ['Alice', 'Bob', 'Charlie', 'David'],
    'Age': [25, 30, 35, 40],
    'City': ['New York', 'Los Angeles', 'Chicago', 'Houston']
}

# 创建一个DataFrame对象
df = pd.DataFrame(data)

# 打印表格数据
print(df)

Running the above code will output the following table data:

      Name  Age         City
0    Alice   25     New York
1      Bob   30  Los Angeles
2  Charlie   35      Chicago
3    David   40      Houston

Using the methods provided by pandas, various operations can be performed on table data, such as adding, deleting, filtering, and sorting, to meet different needs.