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Attach header and footer for blog page
Following the next few steps you can use different header and footer template for the main blog page. This option allows you to set special, different than the general website’s header and footer templates for the main blog page.
On WP admin sidebar navigate to Appearance > Customize.
Navigate to Blog / News > Blog Page and select the desired Header and Footer Template from the dropdown lists. Do not forget to save the changes.