In this article, we’ll see how we can display a DataFrame in the form of a table with borders around rows and columns. It’s necessary to display the DataFrame in the form of a table as it helps in proper and easy visualization of the data. Now, let’s look at a few ways with the help of examples in which we can achieve this.
Example 1 : One way to display a dataframe in the form of a table is by using the
display() function of
Example 2: In this example we’ll use
DataFrame.style. It returns a Styler object, which has useful methods for formatting and displaying DataFrames.
Example 3 : Using
DataFrame.style we can also add different styles to our dataframe table. Like, in this example we’ll display all the values greater than 90 using the blue colour and rest with black. To achieve this we’ll use
DataFrame.style.applymap() to traverse through all the values of the table and apply the style.
Example 4 :We can also use a library called tabulate for this purpose. It is a library which contains different styles in which dataframes can be displayed. In this example we’ll use the
Below are all the styles that you can use :
Attention geek! Strengthen your foundations with the Python Programming Foundation Course and learn the basics.
To begin with, your interview preparations Enhance your Data Structures concepts with the Python DS Course.