WP_List_Table can't create filter link

I create a List table by extending WP_List_Table and showing data from an array. The problem is when searching the URL it adds nonce _wp_http_referer automatically and a weird structure like that.

fin.local/wp-admin/admin.php?page=fin-optionss=273372321_wpnonce=d11043d6b4_wp_http_referer=%2Fwp-admin%2Fadmin.php%3Fpage%3Dfin-optionspaged=1

Also, there is a column called status. I want to make some filter links for the status value.