finish up adding socio economic disag filter

app/models/benefit.rb

@@ -17,7 +17,7 @@ class Benefit < ApplicationRecord
       puts "************************************"
       puts "********      ERROR       **********"
       puts ""
-      puts "Error parsing Income column. '#{benefits}' is not a known value. Halting execution"
+      puts "Error parsing benefits column. '#{benefits}' is not a known value. Halting execution"
       puts ""
       puts "************************************"
       exit

app/models/education.rb

@@ -27,7 +27,7 @@ class Education < ApplicationRecord
       puts "************************************"
       puts "********      ERROR       **********"
       puts ""
-      puts "Error parsing Income column. '#{education}' is not a known value. Halting execution"
+      puts "Error parsing Education column. '#{education}' is not a known value. Halting execution"
       puts ""
       puts "************************************"
       exit

app/models/employment.rb

@@ -5,23 +5,23 @@ class Employment < ApplicationRecord
     return "Unknown" if employment.blank? or employment.nil?
 
     case employment
-    in /^1$/i
+    in /^1$|^1100$/i
       "Two adults with full-time employment"
-    in /^2$/i
+    in /^2$|^2100$/i
       "One adult with full-time employment"
-    in /^3$/i
+    in /^3$|^3100$/i
       "Two adults with part-time employment"
-    in /^4$/i
+    in /^4$|^4100$/i
       "One adult with part-time employment"
-    in /^5$/i
+    in /^5$|^5100$/i
       "No full-time or part-time employment"
-    in /^99$|^100$/i
+    in /^99$|^100$|^99100$/i
       "Unknown"
     else
       puts "************************************"
       puts "********      ERROR       **********"
       puts ""
-      puts "Error parsing Income column. '#{employment}' is not a known value. Halting execution"
+      puts "Error parsing Employment column. '#{employment}' is not a known value. Halting execution"
       puts ""
       puts "************************************"
       exit

app/models/survey_item_response.rb

@@ -75,6 +75,10 @@ class SurveyItemResponse < ActiveRecord::Base
     SurveyItemResponse.joins([parent: :languages]).where(languages: { designation: designations }, survey_item: survey_items, school:, academic_year:).group(:survey_item).average(:likert_score)
   }
 
+  scope :averages_for_socio_economic_status, lambda { |survey_items, school, academic_year, socio_economic_status|
+    SurveyItemResponse.joins(:parent).where(parent: { socio_economic_status: }, survey_item: survey_items, school:, academic_year:).group(:survey_item).average(:likert_score)
+  }
+
   def self.grouped_responses(school:, academic_year:)
     @grouped_responses ||= Hash.new do |memo, (school, academic_year)|
       memo[[school, academic_year]] =

app/presenters/analyze/graph/column/parent/socio_economic_status.rb

@@ -0,0 +1,39 @@
+# frozen_string_literal: true
+
+module Analyze
+  module Graph
+    module Column
+      module Parent
+        class SocioEconomicStatus < Base
+          attr_reader :socio_economic_status, :label
+
+          def initialize(socio_economic_status:, label:, show_irrelevancy_message:)
+            @socio_economic_status = socio_economic_status
+            @label = label
+            @show_irrelevancy_message = show_irrelevancy_message
+          end
+
+          def n_size(construct:, school:, academic_year:)
+            SurveyItemResponse.joins(:parent).where(parent: { socio_economic_status: }, survey_item: construct.parent_survey_items, school:, academic_year:).select(:parent_id).distinct.count
+          end
+
+          def score(construct:, school:, academic_year:)
+            return Score::NIL_SCORE if n_size(construct:, school:, academic_year:) < 10
+
+            averages = SurveyItemResponse.averages_for_socio_economic_status(construct.parent_survey_items, school, academic_year,
+                                                           socio_economic_status)
+            average = bubble_up_averages(construct:, averages:).round(2)
+            Score.new(average:,
+                      meets_teacher_threshold: false,
+                      meets_student_threshold: true,
+                      meets_admin_data_threshold: false)
+          end
+
+          def designations
+            language.map(&:designation)
+          end
+        end
+      end
+    end
+  end
+end

app/presenters/analyze/graph/parents_by_socio_economic_status.rb

@@ -0,0 +1,38 @@
+# frozen_string_literal: true
+
+module Analyze
+  module Graph
+    class ParentsBySocioEconomicStatus
+      def to_s
+        "Parents by Socio-Economic Status"
+      end
+
+      def slug
+        "parents-by-socio-economic-status"
+      end
+
+      def columns
+        [].tap do |array|
+          array << Analyze::Graph::Column::Parent::SocioEconomicStatus.new(socio_economic_status: 0, label: ["No Advantage"], show_irrelevancy_message: false)
+          array << Analyze::Graph::Column::Parent::SocioEconomicStatus.new(socio_economic_status: 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: 3, label: ["High Advantage"], 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
+      end
+
+      def source
+        Analyze::Source::SurveyData.new(slices: nil, graph: self)
+      end
+
+      def slice
+        Analyze::Slice::ParentsByGroup.new(graph: self)
+      end
+
+      def group
+        Analyze::Group::Base.new(name: "Parents By Socio-Economic Status", slug: "parents-by-socio-economic-status", graph: self)
+      end
+    end
+  end
+end

app/presenters/analyze/presenter.rb

@@ -167,7 +167,8 @@ module Analyze
                                   "students-by-ell" => Analyze::Graph::StudentsByEll.new(ells: selected_ells),
                                   "parents-by-race" => Analyze::Graph::ParentsByRace.new,
                                   "parents-by-language" => Analyze::Graph::ParentsByLanguage.new,
-                                  "parents-by-gender" => Analyze::Graph::ParentsByGender.new }
+                                  "parents-by-gender" => Analyze::Graph::ParentsByGender.new,
+                                  "parents-by-socio-economic-status" => Analyze::Graph::ParentsBySocioEconomicStatus.new }
     end
 
     # The last item will per slice type will be selected as the default slice
@@ -185,7 +186,9 @@ module Analyze
                                 "students-by-ell" => nil,
                                 "parents-by-race" => Analyze::Graph::ParentsByRace.new,
                                 "parents-by-language" => Analyze::Graph::ParentsByLanguage.new,
-                                "parents-by-gender" => Analyze::Graph::ParentsByGender.new }
+                                "parents-by-gender" => Analyze::Graph::ParentsByGender.new,
+
+                                "parents-by-socio-economic-status" => Analyze::Graph::ParentsBySocioEconomicStatus.new }
     end
 
     def graphs

app/services/survey_responses_data_loader.rb

@@ -52,6 +52,13 @@ class SurveyResponsesDataLoader
     SurveyItemResponse.import(survey_item_responses.compact.flatten, batch_size:, on_duplicate_key_update: :all)
   end
 
+  def socio_economic_score(education, benefits, employment)
+    employment_points = employment.map(&:points).sum.clamp(0, 1)
+    ed_points = education&.points || 0
+    benefits_points = benefits&.points || 0
+    ed_points +  benefits_points + employment_points
+  end
+
   private
 
   def schools
@@ -141,7 +148,9 @@ class SurveyResponsesDataLoader
       tmp_employments = row.employments.map { |employment| employments[employment] }.reject(&:nil?)
       parent.employments.concat(tmp_employments)
 
+      parent.socio_economic_status = socio_economic_score(educations[row.education], benefits[row.benefits], tmp_employments)
       parent.housing = housings[row.housing] if row.housing.present?
+
       parent.save
     end
 

db/migrate/20250625201425_add_socio_economic_status_to_parent.rb

@@ -0,0 +1,5 @@
+class AddSocioEconomicStatusToParent < ActiveRecord::Migration[8.0]
+  def change
+    add_column :parents, :socio_economic_status, :integer, default: nil
+  end
+end

db/schema.rb

@@ -10,7 +10,7 @@
 #
 # It's strongly recommended that you check this file into your version control system.
 
-ActiveRecord::Schema[8.0].define(version: 2025_06_24_230522) do
+ActiveRecord::Schema[8.0].define(version: 2025_06_25_201425) do
   # These are extensions that must be enabled in order to support this database
   enable_extension "pg_catalog.plpgsql"
 
@@ -399,6 +399,7 @@ ActiveRecord::Schema[8.0].define(version: 2025_06_24_230522) do
     t.bigint "housing_id"
     t.bigint "education_id"
     t.bigint "benefits_id"
+    t.integer "socio_economic_status"
     t.index ["benefits_id"], name: "index_parents_on_benefits_id"
     t.index ["education_id"], name: "index_parents_on_education_id"
     t.index ["housing_id"], name: "index_parents_on_housing_id"

spec/services/survey_responses_data_loader_spec.rb

@@ -341,6 +341,34 @@ describe SurveyResponsesDataLoader do
       end
     end
   end
+
+  describe ".socio_economic_score" do
+    it "returns 0 when none of the rubrics meet the standard for higher advantage" do
+      score = SurveyResponsesDataLoader.new.socio_economic_score(Education.new(designation: "No formal schooling completed"), Benefit.new(designation: "No"), [Employment.new(designation: "No full-time or part-time employment")])
+      expect(score).to eq 0
+
+      score = SurveyResponsesDataLoader.new.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
+      score = SurveyResponsesDataLoader.new.socio_economic_score(Education.new(designation: "Associates Degree"), Benefit.new(designation: "No"), [Employment.new(designation: "No full-time or part-time employment")])
+      expect(score).to eq 1
+    end
+
+    it "returns 2 when two of the rubrics meet the standard for higher advantage" do
+      score = SurveyResponsesDataLoader.new.socio_economic_score(Education.new(designation: "Associates Degree"), Benefit.new(designation: "Yes"), [Employment.new(designation: "No full-time or part-time employment")])
+      expect(score).to eq 2
+    end
+
+    it "returns 3 when all three of the rubrics meet the standard for higher advantage" do
+      score = SurveyResponsesDataLoader.new.socio_economic_score(Education.new(designation: "Associates Degree"), Benefit.new(designation: "Yes"), [Employment.new(designation: "Two adults with full-time employment")])
+      expect(score).to eq 3
+
+      score = SurveyResponsesDataLoader.new.socio_economic_score(Education.new(designation: "Associates Degree"), Benefit.new(designation: "Yes"), [Employment.new(designation: "One adult with full-time employment"), Employment.new(designation: "Two adults with full-time employment")])
+      expect(score).to eq 3
+    end
+  end
 end
 
 def assigns_academic_year_to_survey_item_responses