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Add automated data cleaning. Modify SurveyItemValues class to use regex
instead of hard coded values. Produce a clean csv and a csv with all the removed values and columns with reason for removal. Add script for running cleaning for each project
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21 changed files with 1214 additions and 149 deletions
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@ -1,2 +1,5 @@
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class Gender < ApplicationRecord
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scope :gender_hash, lambda {
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all.map { |gender| [gender.qualtrics_code, gender] }.to_h
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}
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end
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@ -8,6 +8,7 @@ class School < ApplicationRecord
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validates :name, presence: true
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scope :alphabetic, -> { order(name: :asc) }
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scope :school_hash, -> { all.map { |school| [school.dese_id, school] }.to_h }
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include FriendlyId
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friendly_id :name, use: [:slugged]
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@ -18,17 +18,61 @@ class SurveyItem < ActiveRecord::Base
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scope :student_survey_items, lambda {
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where("survey_items.survey_item_id LIKE 's-%'")
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}
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scope :standard_survey_items, lambda {
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where("survey_items.survey_item_id LIKE 's-%-q%'")
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}
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scope :teacher_survey_items, lambda {
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where("survey_items.survey_item_id LIKE 't-%'")
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}
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scope :short_form_items, lambda {
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scope :short_form_survey_items, lambda {
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where(on_short_form: true)
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}
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scope :early_education_surveys, lambda {
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scope :early_education_survey_items, lambda {
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where("survey_items.survey_item_id LIKE '%-%-es%'")
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}
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scope :survey_items_for_grade, lambda { |school, academic_year, grade|
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includes(:survey_item_responses)
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.where("survey_item_responses.grade": grade,
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"survey_item_responses.school": school,
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"survey_item_responses.academic_year": academic_year).distinct
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}
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scope :survey_item_ids_for_grade, lambda { |school, academic_year, grade|
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survey_items_for_grade(school, academic_year, grade).pluck(:survey_item_id)
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}
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scope :survey_items_for_grade_and_subcategory, lambda { |school, academic_year, grade, subcategory|
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includes(:survey_item_responses)
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.where(
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survey_item_id: subcategory.survey_items.pluck(:survey_item_id),
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"survey_item_responses.school": school,
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"survey_item_responses.academic_year": academic_year,
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"survey_item_responses.grade": grade
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)
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}
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scope :survey_type_for_grade, lambda { |school, academic_year, grade|
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survey_items_set_by_grade = survey_items_for_grade(school, academic_year, grade).pluck(:survey_item_id).to_set
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if survey_items_set_by_grade.size > 0 && survey_items_set_by_grade.subset?(early_education_survey_items.pluck(:survey_item_id).to_set)
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return :early_education
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end
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:standard
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}
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# TODO: rename this to Summary
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def description
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Summary.new(survey_item_id, prompt, true)
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end
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def self.survey_type(survey_item_ids:)
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survey_item_ids = survey_item_ids.to_set
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return :short_form if survey_item_ids.subset? short_form_survey_items.map(&:survey_item_id).to_set
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return :early_education if survey_item_ids.subset? early_education_survey_items.map(&:survey_item_id).to_set
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return :teacher if survey_item_ids.subset? teacher_survey_items.map(&:survey_item_id).to_set
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return :standard if survey_item_ids.subset? standard_survey_items.map(&:survey_item_id).to_set
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:unknown
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end
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end
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