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![]() ![]() ![]() Next, you can run the function on your DataFrame. ![]() When j = 2 or, alternatively, when j + 1 = shape, that means we have reached the end of the data in the row and the conditional will return the closing table row wrapper. That’s why you’ll see I return the wrapper in my conditional. When j = 0, that means we have reached the start of a new row. The str is added to in order to concatenate the numerical results to a string. The iloc function is a way to select data based on its index position. To pull the actual cell contents of the DataFrame, you’ll need to locate it in the original DataFrame by running x.iloc. The nested for loop cycles through each cell of the DataFrame and will return the cell contents in the HTML Table Data wrapper. Each column is represented by the variable j so that’s what is used to apply my classes. Right aligning numerical data makes it a little easier to read when in a table because larger numbers expand to the left. I prefer to have my text data left aligned and my numerical data right aligned. For me, I want to have alternating row colors and align columns depending on their data types. The for loop contains a series of conditionals and these are going to depend on how you want to format the data. The row_data variable on row 3 sets up an empty string to hold the HTML strings created by the for loops. If ((i % 2) != 0) & (j = 0): #not an even row and the start of a new rowĮlif j = 2: #third column and our last column in my example The first loops through each row and the second loops through each column. In order to loop through each cell of a DataFrame dynamically, you can nest a for loop inside another for loop. The second is to incorporate your table into a larger HTML document. The first is to dynamically build the HTML table. 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