漂亮地打印整个 pandas 系列/DataFrame [英] Pretty-print an entire Pandas Series / DataFrame

问题描述

我在终端上经常使用Series和DataFrames.系列的默认__repr__返回精简的样本，带有一些头和尾值，但其余部分丢失.

I work with Series and DataFrames on the terminal a lot. The default __repr__ for a Series returns a reduced sample, with some head and tail values, but the rest missing.

是否有一种内置方法可以漂亮地打印整个Series/DataFrame?理想情况下，它将支持适当的对齐方式，也许支持列之间的边界，甚至可以为不同的列进行颜色编码.

Is there a builtin way to pretty-print the entire Series / DataFrame? Ideally, it would support proper alignment, perhaps borders between columns, and maybe even color-coding for the different columns.

推荐答案

您还可以使用

You can also use the option_context, with one or more options:

with pd.option_context('display.max_rows', None, 'display.max_columns', None):  # more options can be specified also
    print(df)

这将自动将选项恢复为之前的值.

This will automatically return the options to their previous values.

如果您正在使用jupyter-notebook，则使用display(df)代替print(df)将使用jupyter丰富的显示逻辑

If you are working on jupyter-notebook, using display(df) instead of print(df) will use jupyter rich display logic (like so).

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