diff --git a/app/presenters/analyze/graph/parents_by_socio_economic_status.rb b/app/presenters/analyze/graph/parents_by_socio_economic_status.rb
index e1db0b60..3b2e144a 100644
--- a/app/presenters/analyze/graph/parents_by_socio_economic_status.rb
+++ b/app/presenters/analyze/graph/parents_by_socio_economic_status.rb
@@ -14,8 +14,9 @@ module Analyze
       def columns
         [].tap do |array|
           array << Analyze::Graph::Column::Parent::SocioEconomicStatus.new(socio_economic_status: [0, 1], label: ["Low Advantage"], show_irrelevancy_message: false)
-          array << Analyze::Graph::Column::Parent::SocioEconomicStatus.new(socio_economic_status: 2, label: ["Mediumn Advantage"], show_irrelevancy_message: false)
+          array << Analyze::Graph::Column::Parent::SocioEconomicStatus.new(socio_economic_status: 2, label: ["Medium Advantage"], show_irrelevancy_message: false)
           array << Analyze::Graph::Column::Parent::SocioEconomicStatus.new(socio_economic_status: 3, label: ["High Advantage"], show_irrelevancy_message: false)
+          array << Analyze::Graph::Column::Parent::SocioEconomicStatus.new(socio_economic_status: -1, label: ["Unknown"], show_irrelevancy_message: false)
 
           array << Analyze::Graph::Column::Parent::SocioEconomicStatus.new(socio_economic_status: [0, 1, 2, 3, nil], label: ["All Students"], show_irrelevancy_message: true)
         end
diff --git a/app/services/socio_economic_calculator.rb b/app/services/socio_economic_calculator.rb
index b3162d1b..85d29ae3 100644
--- a/app/services/socio_economic_calculator.rb
+++ b/app/services/socio_economic_calculator.rb
@@ -2,7 +2,12 @@ class SocioEconomicCalculator
   def self.update_socio_economic_scores
     parent_list = [].tap do |list|
       Parent.all.each do |parent|
-        parent.socio_economic_status = socio_economic_score(parent.education, parent.benefit, parent.employments)
+        parent.socio_economic_status = if has_all_socio_economic_data?(parent:)
+          socio_economic_score(parent.education, parent.benefit, parent.employments)
+        else
+          -1
+        end
+
         list << parent
       end
     end
@@ -14,7 +19,18 @@ class SocioEconomicCalculator
     )
   end
 
+  def self.has_all_socio_economic_data?(parent:)
+    parent.education.present? && parent.education.designation != "Unknown" && parent.benefit.present? && parent.benefit.designation != "Unknown" && parent.employments.any? && parent.employments.any? { |employment| employment.designation != "Unknown" }
+  end
+
   def self.socio_economic_score(education, benefits, employment)
+    return -1 if education.designation == "Unknown" || benefits.designation == "Unknown" || employment.empty? || employment.all? { |employment| employment.designation == "Unknown" }
+
+    # Calculate the total points from employment, education, and benefits
+    # Assuming each of these has a method `points` that returns a numeric value
+    # If any of these are nil, we treat them as 0 points
+
+    # Clamp the total points to be between 0 and 1
     employment_points = employment.map(&:points).sum.clamp(0, 1)
     ed_points = education&.points || 0
     benefits_points = benefits&.points || 0
diff --git a/app/services/survey_responses_data_loader.rb b/app/services/survey_responses_data_loader.rb
index 01338f56..5aa0a4ca 100644
--- a/app/services/survey_responses_data_loader.rb
+++ b/app/services/survey_responses_data_loader.rb
@@ -20,6 +20,7 @@ class SurveyResponsesDataLoader
         )
       end
     end
+    SocioEconomicCalculator.update_socio_economic_scores
   end
 
   def from_file(file:)
@@ -144,7 +145,6 @@ class SurveyResponsesDataLoader
       tmp_employments = row.employments.map { |employment| employments[employment] }.reject(&:nil?)
       parent.employments.concat(tmp_employments)
 
-      parent.socio_economic_status = SocioEconomicCalculator.socio_economic_score(educations[row.education], benefits[row.benefits], tmp_employments)
       parent.housing = housings[row.housing] if row.housing.present?
 
       parent.save
diff --git a/spec/services/survey_responses_data_loader_spec.rb b/spec/services/survey_responses_data_loader_spec.rb
index 327784c3..3d6da850 100644
--- a/spec/services/survey_responses_data_loader_spec.rb
+++ b/spec/services/survey_responses_data_loader_spec.rb
@@ -346,9 +346,6 @@ describe SurveyResponsesDataLoader do
     it "returns 0 when none of the rubrics meet the standard for higher advantage" do
       score = SocioEconomicCalculator.socio_economic_score(Education.new(designation: "No formal schooling completed"), Benefit.new(designation: "Yes"), [Employment.new(designation: "No full-time or part-time employment")])
       expect(score).to eq 0
-
-      score = SocioEconomicCalculator.socio_economic_score(Education.new(designation: "Unknown"), Benefit.new(designation: "Unknown"), [Employment.new(designation: "Unknown")])
-      expect(score).to eq 0
     end
 
     it "returns 1 when one of the rubrics meets the standard for higher advantage" do
@@ -368,6 +365,20 @@ describe SurveyResponsesDataLoader do
       score = SocioEconomicCalculator.socio_economic_score(Education.new(designation: "Associates Degree"), Benefit.new(designation: "No"), [Employment.new(designation: "One adult with full-time employment"), Employment.new(designation: "Two adults with full-time employment")])
       expect(score).to eq 3
     end
+
+    it "returns -1 when any aspect of the data is unknown" do
+      score = SocioEconomicCalculator.socio_economic_score(Education.new(designation: "Associates Degree"), Benefit.new(designation: "Unknown"), [Employment.new(designation: "Two adults with full-time employment")])
+      expect(score).to eq -1
+
+      score = SocioEconomicCalculator.socio_economic_score(Education.new(designation: "Associates Degree"), Benefit.new(designation: "No"), [Employment.new(designation: "Unknown")])
+      expect(score).to eq -1
+
+      score = SocioEconomicCalculator.socio_economic_score(Education.new(designation: "Unknown"), Benefit.new(designation: "No"), [Employment.new(designation: "No full-time or part-time employment")])
+      expect(score).to eq -1
+
+      score = SocioEconomicCalculator.socio_economic_score(Education.new(designation: "Unknown"), Benefit.new(designation: "No"), [])
+      expect(score).to eq -1
+    end
   end
 end