This is an updated version of @Anjali 's answer

    import PyPDF2

    pages = [] 
    pdf_file = <Enter your file path> 
    reader = PyPDF2.PdfReader(pdf_file) 
    number_of_pages = len(reader.pages) 
    for page_number in range(number_of_pages):   
        page = reader.pages[page_number].extract_text().split(" ")  # Extract page wise text then split based on spaces as required by you
        pages.append(page)