We can find the number of rows and columns in a Pandas Dataframe using 3 different methods:
1. Using df.info()
method
The info()
method of a Pandas DataFrame displays information about the data frame, including the data types of the columns, the number of non-null values in each column, and the memory usage of the data frame.
Example
2. Using len()
method
In Pandas, the len()
function returns the length of a DataFrame, which is the number of rows in the DataFrame.
Example
3. Using df.shape()
method
In Pandas, the shape
attribute of a DataFrame returns a tuple that represents the dimensions of the DataFrame. The first element of the tuple is the number of rows, and the second element is the number of columns.
Example