如何显示 pandas 中太多列的所有 dataframe 数据类型

Question

I have a dataframe consists of 115 columns and I need to show the datatypes and null values using df.info(), but when using the code I got the following:

<class 'pandas.core.frame.DataFrame'>

RangeIndex: 25979 entries, 0 to 25978

Columns: 115 entries, id to BSA

dtypes: float64(96), int64(9), object(10)

memory usage: 22.8+ MB 

is there a way to show all columns details?

Answer 1

df is pandas dataframe

dataTypeSeries = df.dtypes

Answer 2

As per Pandas documentation , "display.large_repr lets you select whether to display dataframes that exceed max_columns or max_rows as a truncated frame, or as a summary."

So, you could try this:

>>> pd.set_option("large_repr", "info")
>>> df