feat: Update cleaner and uploader to load gender data from parent surveys

Implement graph views for parent gender data

app/models/parent.rb

@@ -3,4 +3,5 @@ class Parent < ApplicationRecord
   has_many :parent_languages
   has_and_belongs_to_many :languages, join_table: :parent_languages
   has_and_belongs_to_many :races, join_table: :parent_races
+  has_and_belongs_to_many :genders, join_table: :parent_genders
 end

app/models/survey_item_response.rb

@@ -57,9 +57,18 @@ class SurveyItemResponse < ActiveRecord::Base
          else
            race.map(&:id)
          end
-    SurveyItemResponse.joins("JOIN parent_races on survey_item_responses.parent_id = parent_races.parent_id JOIN parents on parents.id = parent_races.parent_id").where(
+
-      school:, academic_year:, survey_item: survey_items
+    SurveyItemResponse.joins([parent: :races]).where(races: { id: }, survey_item: survey_items, school:, academic_year:).group(:survey_item).having("count(*) >= 10").average(:likert_score)
-    ).where("parent_races.race_id": id).group(:survey_item).having("count(*) >= 10").average(:likert_score)
+  }
+
+  scope :averages_for_parent_gender, lambda { |survey_items, school, academic_year, gender|
+    id = if gender.instance_of? ::Gender
+           gender.id
+         else
+           gender.map(&:id)
+         end
+
+    SurveyItemResponse.joins([parent: :genders]).where(genders: { id: }, survey_item: survey_items, school:, academic_year:).group(:survey_item).having("count(*) >= 10").where.not(parent: nil).average(:likert_score)
   }
 
   scope :averages_for_language, lambda { |survey_items, school, academic_year, designations|

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

@@ -0,0 +1,78 @@
+# frozen_string_literal: true
+
+module Analyze
+  module Graph
+    module Column
+      module Parent
+        class Base
+          def label
+            raise NotImplementedError
+          end
+
+          def basis
+            raise NotImplementedError
+          end
+
+          def show_irrelevancy_message?(construct:)
+            raise NotImplementedError
+          end
+
+          def show_insufficient_data_message?(construct:, school:, academic_years:)
+            raise NotImplementedError
+          end
+
+          def insufficiency_message
+            raise NotImplementedError
+          end
+
+          def score(construct:, school:, academic_year:)
+            raise NotImplementedError
+          end
+
+          def type
+            raise NotImplementedError
+          end
+
+          def n_size(construct:, school:, academic_year:)
+            raise NotImplementedError
+          end
+
+          def show_insufficient_data_message?(construct:, school:, academic_years:)
+            false
+          end
+
+          def basis
+            "parent surveys"
+          end
+
+          def type
+            :parent
+          end
+
+          def bubble_up_averages(construct:, averages:)
+            name = construct.class.name.downcase
+            send("#{name}_bubble_up_averages", construct:, averages:)
+          end
+
+          def measure_bubble_up_averages(construct:, averages:)
+            construct.parent_scales.map do |scale|
+              scale_bubble_up_averages(construct: scale, averages:)
+            end.remove_blanks.average
+          end
+
+          def scale_bubble_up_averages(construct:, averages:)
+            construct.survey_items.map do |survey_item|
+              averages[survey_item]
+            end.remove_blanks.average
+          end
+
+          def show_irrelevancy_message?(construct:)
+            return false if @show_irrelevancy_message == false
+
+            construct.survey_items.parent_survey_items.count.zero?
+          end
+        end
+      end
+    end
+  end
+end

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

@@ -0,0 +1,39 @@
+# frozen_string_literal: true
+
+module Analyze
+  module Graph
+    module Column
+      module Parent
+        class Gender < Base
+          attr_reader :genders, :label
+
+          def initialize(genders:, label:, show_irrelevancy_message:)
+            @genders = genders
+            @label = label
+            @show_irrelevancy_message = show_irrelevancy_message
+          end
+
+          def n_size(construct:, school:, academic_year:)
+            id = if genders.instance_of? ::Gender
+                   genders.id
+                 else
+                   genders.map(&:id)
+                 end
+            SurveyItemResponse.joins([parent: :genders]).where(genders: { id: }, 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_parent_gender(construct.parent_survey_items, school, academic_year, genders)
+            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
+        end
+      end
+    end
+  end
+end

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

@@ -4,7 +4,7 @@ module Analyze
   module Graph
     module Column
       module Parent
-        class Language < ColumnBase
+        class Language < Base
           attr_reader :language, :label
 
           def initialize(languages:, label:, show_irrelevancy_message:)
@@ -13,18 +13,6 @@ module Analyze
             @show_irrelevancy_message = show_irrelevancy_message
           end
 
-          def basis
-            "parent surveys"
-          end
-
-          def show_insufficient_data_message?(construct:, school:, academic_years:)
-            false
-          end
-
-          def type
-            :parent
-          end
-
           def n_size(construct:, school:, academic_year:)
             SurveyItemResponse.joins([parent: :languages]).where(languages: { designation: designations }, survey_item: construct.parent_survey_items, school:, academic_year:).select(:parent_id).distinct.count
           end
@@ -44,29 +32,6 @@ module Analyze
           def designations
             language.map(&:designation)
           end
-
-          def bubble_up_averages(construct:, averages:)
-            name = construct.class.name.downcase
-            send("#{name}_bubble_up_averages", construct:, averages:)
-          end
-
-          def measure_bubble_up_averages(construct:, averages:)
-            construct.parent_scales.map do |scale|
-              scale_bubble_up_averages(construct: scale, averages:)
-            end.remove_blanks.average
-          end
-
-          def scale_bubble_up_averages(construct:, averages:)
-            construct.survey_items.map do |survey_item|
-              averages[survey_item]
-            end.remove_blanks.average
-          end
-
-          def show_irrelevancy_message?(construct:)
-            return false if @show_irrelevancy_message == false
-
-            construct.survey_items.parent_survey_items.count.zero?
-          end
         end
       end
     end

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

@@ -4,7 +4,7 @@ module Analyze
   module Graph
     module Column
       module Parent
-        class Race < ColumnBase
+        class Race < Base
           attr_reader :race, :label
 
           def initialize(races:, label:, show_irrelevancy_message:)
@@ -13,18 +13,6 @@ module Analyze
             @show_irrelevancy_message = show_irrelevancy_message
           end
 
-          def basis
-            "parent surveys"
-          end
-
-          def show_insufficient_data_message?(construct:, school:, academic_years:)
-            false
-          end
-
-          def type
-            :parent
-          end
-
           def n_size(construct:, school:, academic_year:)
             designation = if race.instance_of? ::Race
                             race.designation
@@ -44,29 +32,6 @@ module Analyze
                       meets_student_threshold: true,
                       meets_admin_data_threshold: false)
           end
-
-          def bubble_up_averages(construct:, averages:)
-            name = construct.class.name.downcase
-            send("#{name}_bubble_up_averages", construct:, averages:)
-          end
-
-          def measure_bubble_up_averages(construct:, averages:)
-            construct.parent_scales.map do |scale|
-              scale_bubble_up_averages(construct: scale, averages:)
-            end.remove_blanks.average
-          end
-
-          def scale_bubble_up_averages(construct:, averages:)
-            construct.survey_items.map do |survey_item|
-              averages[survey_item]
-            end.remove_blanks.average
-          end
-
-          def show_irrelevancy_message?(construct:)
-            return false if @show_irrelevancy_message == false
-
-            construct.survey_items.parent_survey_items.count.zero?
-          end
         end
       end
     end

app/presenters/analyze/graph/parents_by_gender.rb

@@ -0,0 +1,42 @@
+# frozen_string_literal: true
+
+module Analyze
+  module Graph
+    class ParentsByGender
+      def to_s
+        "Parents by Gender"
+      end
+
+      def slug
+        "parents-by-gender"
+      end
+
+      def columns
+        [].tap do |array|
+          Gender.all.each do |gender|
+            label = if gender.designation.match(/\or\s/i)
+                      [gender.designation.split("or").first.squish]
+                    else
+                      gender.designation.split(" ", 2).compact
+                    end
+
+            array << Analyze::Graph::Column::Parent::Gender.new(genders: gender, label:, show_irrelevancy_message: false)
+          end
+          array << Analyze::Graph::Column::Parent::Gender.new(genders: Gender.all, label: ["All Parent"], 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: "Student Gender", slug: "student-gender", graph: self)
+      end
+    end
+  end
+end

app/presenters/analyze/presenter.rb

@@ -166,7 +166,8 @@ module Analyze
                                   "students-by-sped" => Analyze::Graph::StudentsBySped.new(speds: selected_speds),
                                   "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-language" => Analyze::Graph::ParentsByLanguage.new,
+                                  "parents-by-gender" => Analyze::Graph::ParentsByGender.new }
     end
 
     # The last item will per slice type will be selected as the default slice
@@ -183,7 +184,8 @@ module Analyze
                                 "students-by-sped" => nil,
                                 "students-by-ell" => nil,
                                 "parents-by-race" => Analyze::Graph::ParentsByRace.new,
-                                "parents-by-language" => Analyze::Graph::ParentsByLanguage.new }
+                                "parents-by-language" => Analyze::Graph::ParentsByLanguage.new,
+                                "parents-by-gender" => Analyze::Graph::ParentsByGender.new }
     end
 
     def graphs

app/services/cleaner.rb

@@ -79,7 +79,7 @@ class Cleaner
 
     headers = headers.to_set
     headers = headers.merge(Set.new(["Raw Income", "Income", "Raw ELL", "ELL", "Raw SpEd", "SpEd", "Progress Count",
-                                     "Race", "Gender", "Raw Housing Status", "Housing Status", "Home Language", "Home Languages", "Declared Races of Children from Parents"])).to_a
+                                     "Race", "Gender", "Raw Housing Status", "Housing Status", "Home Language", "Home Languages", "Declared Races of Children from Parents", "Declared Genders of Children from Parents"])).to_a
     filtered_headers = include_all_headers(headers:)
     filtered_headers = remove_unwanted_headers(headers: filtered_headers)
     log_headers = (filtered_headers + ["Valid Duration?", "Valid Progress?", "Valid Grade?",

app/services/survey_item_values.rb

@@ -31,6 +31,7 @@ class SurveyItemValues
     row["Housing Status"] = housing
     row["Home Languages"] = languages.join(",")
     row["Declared Races of Children from Parents"] = races_of_children.join(",")
+    row["Declared Genders of Children from Parents"] = genders_of_children.join(",")
   end
 
   def normalize_headers(headers:)
@@ -146,6 +147,25 @@ class SurveyItemValues
     end
   end
 
+  def genders_of_children
+    @genders_of_children ||= [].tap do |gender_codes|
+      matches = headers.select do |header|
+        #         Explanation:
+        # ^: Start of the string.
+        # (?!.*text): Negative lookahead — ensures that the word text does not appear anywhere in the string.
+        # .*?: Lazily match any characters (to get to the word gender).
+        # gender: Match the word gender
+        header.match(/^(?!.*text).*?gender/i)
+      end
+
+      matches.each do |match|
+        code = row[match]&.strip
+        gender_codes << Gender.qualtrics_code_from(code).to_i unless code.nil?
+      end
+      gender_codes << 99 if gender_codes.empty?
+    end.uniq.sort
+  end
+
   def races
     @races ||= begin
       race_codes ||= self_report = value_from(pattern: /Race\s*self\s*report/i)

app/services/survey_responses_data_loader.rb

@@ -118,6 +118,10 @@ class SurveyResponsesDataLoader
       tmp_races = row.races_of_children.map { |race| races[race] }.reject(&:nil?)
       parent.races.concat(tmp_races)
 
+      parent.genders.delete_all
+      tmp_genders = row.genders_of_children.map { |race| genders[race] }.reject(&:nil?)
+      parent.genders.concat(tmp_genders)
+
       parent.housing = housings[row.housing] if row.housing.present?
       parent.save
     end

db/migrate/20250523222834_create_parent_genders.rb

@@ -0,0 +1,10 @@
+class CreateParentGenders < ActiveRecord::Migration[8.0]
+  def change
+    create_table :parent_genders do |t|
+      t.references :parent, null: false, foreign_key: true
+      t.references :gender, null: false, foreign_key: true
+
+      t.timestamps
+    end
+  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_05_15_205734) do
+ActiveRecord::Schema[8.0].define(version: 2025_05_23_222834) do
   # These are extensions that must be enabled in order to support this database
   enable_extension "pg_catalog.plpgsql"
 
@@ -330,6 +330,15 @@ ActiveRecord::Schema[8.0].define(version: 2025_05_15_205734) do
     t.index ["subcategory_id"], name: "index_measures_on_subcategory_id"
   end
 
+  create_table "parent_genders", force: :cascade do |t|
+    t.bigint "parent_id", null: false
+    t.bigint "gender_id", null: false
+    t.datetime "created_at", null: false
+    t.datetime "updated_at", null: false
+    t.index ["gender_id"], name: "index_parent_genders_on_gender_id"
+    t.index ["parent_id"], name: "index_parent_genders_on_parent_id"
+  end
+
   create_table "parent_languages", force: :cascade do |t|
     t.bigint "parent_id", null: false
     t.bigint "language_id", null: false
@@ -543,6 +552,8 @@ ActiveRecord::Schema[8.0].define(version: 2025_05_15_205734) do
   add_foreign_key "legacy_school_categories", "legacy_categories", column: "category_id"
   add_foreign_key "legacy_school_categories", "legacy_schools", column: "school_id"
   add_foreign_key "measures", "subcategories"
+  add_foreign_key "parent_genders", "genders"
+  add_foreign_key "parent_genders", "parents"
   add_foreign_key "parent_languages", "languages"
   add_foreign_key "parent_languages", "parents"
   add_foreign_key "parent_races", "parents"

spec/fixtures/test_2020-21_parent_survey_responses.csv

@@ -1,9 +1,9 @@
 StartDate,EndDate,Status,IPAddress,Progress,Duration (in seconds),Finished,RecordedDate,ResponseId,DistributionChannel,UserLanguage,DESE ID,Number of Children,Gender-1,Gender-1_7_TEXT,Race-1,Race-1_7_TEXT,Gender-2,Gender-2_7_TEXT,Race-2,Race-2_7_TEXT,Gender-3,Gender-3_7_TEXT,Race-3,Race-3_7_TEXT,Gender-4,Gender-4_7_TEXT,Race-4,Race-4_7_TEXT,Gender-5,Gender-5_7_TEXT,Race-5,Race-5_7_TEXT,Gender,Gender_7_TEXT,p-scrp-q3,p-scrp-q2,p-valm-q1,p-valm-q2,p-valm-q3,p-valm-q4,p-comm-q1,p-comm-q2,p-comm-q3,p-tcom-q1,P-tcom-q2,p-tcom-q3,p-evnt-q4,p-comm-q4,p-evnt-q3,p-evnt-q1,p-evnt-q2,p-socx-q3,p-socx-q4,p-scrp-q1,p-socx-q1,p-sosu-q1,p-sosu-q2,p-sosu-q3,p-socx-q2,p-sosu-q4,p-phys-q3,p-acpr-q1,p-acpr-q2,p-acpr-q3,p-acpr-q4,p-cure-q1,p-cure-q2,p-cure-q3,p-cure-q4,Housing,Housing_100_TEXT,Employment,Employment_100_TEXT,Caregivers,Caregivers_100_TEXT,Education,Education_100_TEXT,Benefits,Benefits_100_TEXT,Language,Language_100_TEXT,Raw Income,Income,Raw ELL,ELL,Raw SpEd,SpEd,Progress Count
 5/1/2024 10:04:34,5/1/2024 10:10:49,0,72.93.86.98,100,374,1,2021-03-31T10:01:36,parent_survey_response_1,email,EN,1500025,1,,,1,,,,,,,,,,,,,,,,,,2,,4,5,5,4,5,5,5,5,5,4,4,5,4,5,3,4,5,4,4,5,5,5,5,5,5,5,1,2,2,2,1,4,5,5,5,1,,1,,2,,5,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
 5/1/2024 10:03:52,5/1/2024 10:14:42,0,73.69.182.58,100,649,1,2021-04-01T10:01:36,parent_survey_response_2,email,EN,1500025,1,,,,,,,,,,,6,,,,7,,,,,,1,,4,4,5,5,5,5,5,5,5,5,5,5,3,5,4,5,5,5,5,5,4,4,4,4,5,5,1,5,4,5,5,5,5,5,5,1,,99,,2,,3,,1,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
-5/1/2024 10:06:44,5/1/2024 10:15:41,0,50.235.109.170,100,537,1,2021-04-02T10:01:36,parent_survey_response_3,email,EN,1500025,2,2,,4,,2,,"1,5",,,,,,,,,,,,,,2,,5,5,5,4,5,5,5,5,5,4,4,5,4,4,3,4,4,4,4,5,4,4,5,5,2,5,3,4,4,4,4,5,5,5,5,1,,1,,3,,6,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
+5/1/2024 10:06:44,5/1/2024 10:15:41,0,50.235.109.170,100,537,1,2021-04-02T10:01:36,parent_survey_response_3,email,EN,1500025,2,1,,4,,2,,"1,5",,,,,,,,,,,,,,2,,5,5,5,4,5,5,5,5,5,4,4,5,4,4,3,4,4,4,4,5,4,4,5,5,2,5,3,4,4,4,4,5,5,5,5,1,,1,,3,,6,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
-5/1/2024 10:14:23,5/1/2024 10:22:22,0,73.38.238.192,100,478,1,2021-04-03T10:01:36,parent_survey_response_4,email,EN,1500025,1,,,,,,,,,,,,,,,,,,,,,1,,5,5,5,5,5,5,5,4,5,4,4,4,2,5,4,5,4,5,5,5,3,5,5,5,2,5,1,5,5,5,5,5,5,5,5,1,,1,,2,,5,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
+5/1/2024 10:14:23,5/1/2024 10:22:22,0,73.38.238.192,100,478,1,2021-04-03T10:01:36,parent_survey_response_4,email,EN,1500025,1,3,,7,,,,,,,,,,,,,,,,,,4,,5,5,5,5,5,5,5,4,5,4,4,4,2,5,4,5,4,5,5,5,3,5,5,5,2,5,1,5,5,5,5,5,5,5,5,1,,1,,2,,5,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
-5/1/2024 10:18:39,5/1/2024 10:23:49,0,73.69.158.255,100,310,1,2021-04-04T10:01:36,parent_survey_response_5,email,EN,1500025,2,2,,"1,2,3",,1,,"4,5,8",,,,,,,,,,,,,,2,,5,4,5,5,5,5,1,1,1,1,1,1,3,1,4,4,5,1,1,1,4,1,1,1,4,5,1,5,5,5,5,1,5,1,1,1,,"2,4",,3,,5,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
+5/1/2024 10:18:39,5/1/2024 10:23:49,0,73.69.158.255,100,310,1,2021-04-04T10:01:36,parent_survey_response_5,email,EN,1500025,2,2,,"1,2,3",,,,"4,5,8",,,,,,,,,,,,,,2,,5,4,5,5,5,5,1,1,1,1,1,1,3,1,4,4,5,1,1,1,4,1,1,1,4,5,1,5,5,5,5,1,5,1,1,1,,"2,4",,3,,5,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
-5/1/2024 10:20:30,5/1/2024 10:25:16,0,73.182.146.201,100,285,1,2021-04-05T10:01:36,parent_survey_response_6,email,EN,1500025,1,,,,,,,,,,,,,,,1,,,,"2,3,4,5,8",,1,,3,3,3,1,3,2,4,2,4,1,1,3,3,4,3,4,1,5,5,4,3,5,4,3,3,1,3,5,5,4,5,4,4,5,4,2,,2,,2,,5,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
+5/1/2024 10:20:30,5/1/2024 10:25:16,0,73.182.146.201,100,285,1,2021-04-05T10:01:36,parent_survey_response_6,email,EN,1500025,1,,,,,,,,,,,,,,,1,,,,"2,3,4,5,8",,,,3,3,3,1,3,2,4,2,4,1,1,3,3,4,3,4,1,5,5,4,3,5,4,3,3,1,3,5,5,4,5,4,4,5,4,2,,2,,2,,5,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
-5/1/2024 10:14:01,5/1/2024 10:27:19,0,209.107.182.203,100,798,1,2021-04-06T10:01:36,parent_survey_response_7,email,EN,1500025,2,1,,5,,1,,5,,,,,,,,,,,,,,1,,3,3,3,1,3,2,4,2,4,1,1,3,3,4,3,4,1,5,5,4,3,5,4,3,3,1,3,5,5,4,5,4,4,5,4,1,,1,,2,,5,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
+5/1/2024 10:14:01,5/1/2024 10:27:19,0,209.107.182.203,100,798,1,2021-04-06T10:01:36,parent_survey_response_7,email,EN,1500025,2,6,,5,,,,5,,,,,,,,,,,,,,,,3,3,3,1,3,2,4,2,4,1,1,3,3,4,3,4,1,5,5,4,3,5,4,3,3,1,3,5,5,4,5,4,4,5,4,1,,1,,2,,5,,2,,1,,,Economically Disadvantaged - N,,Not ELL,,Not Special Education,34
-5/1/2024 10:14:01,5/1/2024 10:27:19,0,209.107.182.203,100,798,1,2021-04-06T10:01:36,parent_survey_response_8,email,EN,1500025,2,1,,5,,1,,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+5/1/2024 10:14:01,5/1/2024 10:27:19,0,209.107.182.203,100,798,1,2021-04-06T10:01:36,parent_survey_response_8,email,EN,1500025,2,Prefer not to disclose,,5,,,,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,

spec/services/cleaner_spec.rb

@@ -315,7 +315,7 @@ def reads_headers_from_raw_csv(processed_data)
                                      "s-grit-q1", "s-grit-q2", "s-grit-q3", "s-grit-q4", "s-expa-q1", "s-poaf-q1", "s-poaf-q2", "s-poaf-q3",
                                      "s-poaf-q4", "s-tint-q1-1", "s-tint-q2-1", "s-tint-q3-1", "s-tint-q4-1", "s-tint-q5-1", "s-acpr-q1-1",
                                      "s-acpr-q2-1", "s-acpr-q3-1", "s-acpr-q4-1", "s-peff-q1-1", "s-peff-q2-1", "s-peff-q3-1", "s-peff-q4-1",
-                                     "s-peff-q5-1", "s-peff-q6-1", "Raw Income", "Income", "Raw ELL", "ELL", "Raw SpEd", "SpEd", "Progress Count", "Housing Status", "Raw Housing Status", "Home Language", "Home Languages", "Declared Races of Children from Parents"].to_set.sort
+                                     "s-peff-q5-1", "s-peff-q6-1", "Raw Income", "Income", "Raw ELL", "ELL", "Raw SpEd", "SpEd", "Progress Count", "Housing Status", "Raw Housing Status", "Home Language", "Home Languages", "Declared Races of Children from Parents", "Declared Genders of Children from Parents"].to_set.sort
 end
 
 def invalid_rows_are_rejected_for_the_correct_reasons(data)

spec/services/survey_responses_data_loader_spec.rb

@@ -129,12 +129,12 @@ describe SurveyResponsesDataLoader do
   let(:unknown_race)    { create(:race, qualtrics_code: 99, designation: "Race/Ethnicity Not Listed") }
   let(:multiracial)     { create(:race, qualtrics_code: 100, designation: "Multiracial") }
 
-  let(:languages){
+  let(:languages) do
     create(:language, designation: "English")
     create(:language, designation: "Spanish")
     create(:language, designation: "Portuguese")
     create(:language, designation: "Unknown")
-  }
+  end
 
   let(:setup) do
     ay_2020_21
@@ -277,6 +277,10 @@ describe SurveyResponsesDataLoader do
     it "loads the correct set of races for parents" do
       assigns_races_to_parents
     end
+
+    it "loads the correct set of genders for parents" do
+      assigns_genders_to_parents
+    end
   end
 end
 
@@ -470,18 +474,18 @@ def assigns_races_to_students
   end
 end
 
-
 def assigns_races_to_parents
   results = {
-               "parent_survey_response_1" => [american_indian],
+    "parent_survey_response_1" => [american_indian],
-               "parent_survey_response_2" => [unknown_race],
+    "parent_survey_response_2" => [unknown_race],
-               "parent_survey_response_3" => [american_indian, latinx, white, multiracial],
+    "parent_survey_response_3" => [american_indian, latinx, white, multiracial],
-               "parent_survey_response_4" => [unknown_race],
+    "parent_survey_response_4" => [unknown_race],
-               "parent_survey_response_5" => [american_indian, asian, black, latinx, white, middle_eastern,
+    "parent_survey_response_5" => [american_indian, asian, black, latinx, white, middle_eastern,
-                                               multiracial],
+                                   multiracial],
-               "parent_survey_response_6" => [american_indian, asian, black, latinx, white, middle_eastern,
+    "parent_survey_response_6" => [american_indian, asian, black, latinx, white, middle_eastern,
-                                               multiracial],
+                                   multiracial],
-               "parent_survey_response_7" => [white] }
+    "parent_survey_response_7" => [white]
+  }
 
   results.each do |key, value|
     race = SurveyItemResponse.find_by_response_id(key).parent.races.to_a
@@ -489,3 +493,17 @@ def assigns_races_to_parents
     expect(race).to eq value
   end
 end
+
+def assigns_genders_to_parents
+  results = { "parent_survey_response_1" => [male],
+              "parent_survey_response_2" => [female],
+              "parent_survey_response_3" => [female, male],
+              "parent_survey_response_4" => [non_binary],
+              "parent_survey_response_5" => [male],
+              "parent_survey_response_6" => [unknown_gender] }
+  # "parent_survey_response_7" => [non_binary] }
+
+  results.each do |key, value|
+    expect(SurveyItemResponse.where(response_id: key).first.parent.genders).to eq value
+  end
+end