diff --git a/lib/docs/filters/numpy/clean_html.rb b/lib/docs/filters/numpy/clean_html.rb
index 33085662..757dffb5 100644
--- a/lib/docs/filters/numpy/clean_html.rb
+++ b/lib/docs/filters/numpy/clean_html.rb
@@ -3,7 +3,7 @@ module Docs
     class CleanHtmlFilter < Filter
       def call
         css('.sphinx-bs.container.pb-4.docutils').remove if root_page?
-        at_css('main > div > section', '#spc-section-body, main > div')
+        at_css('.bd-article', 'main > div > section', '#spc-section-body, main > div')
       end
     end
   end
diff --git a/lib/docs/scrapers/numpy.rb b/lib/docs/scrapers/numpy.rb
index a31ba8ed..6ecca0a8 100644
--- a/lib/docs/scrapers/numpy.rb
+++ b/lib/docs/scrapers/numpy.rb
@@ -22,10 +22,16 @@ module Docs
     ]
 
     options[:attribution] = <<-HTML
-      &copy; 2005&ndash;2022 NumPy Developers<br>
+      &copy; 2005&ndash;2024 NumPy Developers<br>
       Licensed under the 3-clause BSD License.
     HTML
 
+    version '2.0' do
+      self.release = '2.0.1'
+      self.base_url = "https://numpy.org/doc/#{self.version}/"
+      options[:container] = nil
+    end
+
     version '1.23' do
       self.release = '1.23.0'
       self.base_url = "https://numpy.org/doc/#{self.version}/"