diff --git a/app/views/categories/show.html.haml b/app/views/categories/show.html.haml
index aa6c4aec..03e3c7ed 100644
--- a/app/views/categories/show.html.haml
+++ b/app/views/categories/show.html.haml
@@ -36,6 +36,9 @@
             = @school_category.zscore.round(1) + 3
             (out of 5)
 
+        %b Valid Children:
+          = @school_category.valid_child_count || "N/A"
+
 
       .indicator-container.py-3
         = render 'school_categories/indicator', info: @school_category
diff --git a/app/views/questions/_question.html.haml b/app/views/questions/_question.html.haml
index 6a8606cd..9119c51d 100644
--- a/app/views/questions/_question.html.haml
+++ b/app/views/questions/_question.html.haml
@@ -1,5 +1,6 @@
 - aggregated_responses = question.aggregated_responses_for_school(@school)
 - return if aggregated_responses.nil?
+- school_question = SchoolQuestion.for(@school, question)
 - valid_responses = (aggregated_responses.count.to_f / @school.available_responders_for(question).to_f) >= 0.3
 
 .col-12.col-md-6.py-3
@@ -47,3 +48,7 @@
 
         %p.collapse{id: "raw-data#{question.id}"}
           = aggregated_responses.responses.map(&:answer_index_with_reverse).join(', ')
+
+    - if school_question.present?
+      .clearfix
+        %p= "Attempts: #{school_question.attempt_count}, Responses: #{school_question.response_count}, Response Rate: #{school_question.response_rate}"
diff --git a/lib/tasks/data.rake b/lib/tasks/data.rake
index 621e9f08..784f2130 100644
--- a/lib/tasks/data.rake
+++ b/lib/tasks/data.rake
@@ -455,7 +455,7 @@ namespace :data do
       category.school_categories.includes(school: [:district]).find_in_batches(batch_size: 100) do |group|
         group.each do |school_category|
           school_questions = []
-
+          new_school_questions = []
           category.questions.created_in(school_category.year).each do |question|
             school = school_category.school
             next if school.district.name != "Boston"
@@ -465,18 +465,26 @@ namespace :data do
               for_school(school).count
 
             available_responders = school.available_responders_for(question)
-            school_questions << school_category.school_questions.new(
-              school: school,
-              question: question,
-              school_category: school_category,
-              year: school_category.year,
-              attempt_count: available_responders,
-              response_count: attempt_count,
-              response_rate: attempt_count.to_f / available_responders.to_f
-            )
+
+            school_question = school_category.school_questions.for(school, question)
+            if school_question.present?
+              school_questions << school_question
+            else
+              school_question = school_category.school_questions.new(
+                school: school,
+                question: question,
+                school_category: school_category,
+                year: school_category.year,
+                attempt_count: available_responders,
+                response_count: attempt_count,
+                response_rate: attempt_count.to_f / available_responders.to_f
+              )
+              new_school_questions << school_question
+              school_questions << school_question
+            end
           end
 
-          SchoolQuestion.import school_questions
+          SchoolQuestion.import new_school_questions
           valid_questions = school_questions.select { |sc| sc.response_rate > 0.3 }
           school_category.update(
               valid_child_count: valid_questions.length
@@ -544,7 +552,6 @@ end
 #
 #
 
-#
 # loop do
 #   categories = Category.joins(:school_categories)
 #           .merge(SchoolCategory.where("valid_child_count is not null"))