SWAMPy

✎ CARVE FLESH

EDITING: item_analysis.rb

# frozen_string_literal: true

#
# Copyright (C) 2014 - present Instructure, Inc.
#
# This file is part of Canvas.
#
# Canvas is free software: you can redistribute it and/or modify it under
# the terms of the GNU Affero General Public License as published by the Free
# Software Foundation, version 3 of the License.
#
# Canvas is distributed in the hope that it will be useful, but WITHOUT ANY
# WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR
# A PARTICULAR PURPOSE. See the GNU Affero General Public License for more
# details.
#
# You should have received a copy of the GNU Affero General Public License along
# with this program. If not, see <http://www.gnu.org/licenses/>.
#

class Quizzes::QuizStatistics::ItemAnalysis < Quizzes::QuizStatistics::Report
  def generatable?
    !quiz.survey?
  end

def readable_type
    t("#quizzes.quiz_statistics.types.item_analysis", "Item Analysis")
  end

def filename
    "quiz-item-analysis-#{Time.now.to_i}.csv"
  end

def generate(_legacy = true, options = {})
    stats = summary_stats_for_quiz(options)
    stats.map do |item|
      question_item_analysis = {
        question_id: item.question[:id],
        answered_student_count: item.num_respondents,
        top_student_count: item.num_respondents(:top),
        middle_student_count: item.num_respondents(:middle),
        bottom_student_count: item.num_respondents(:bottom),
        correct_student_count: item.num_respondents(:correct),
        incorrect_student_count: item.num_respondents(:incorrect),
        correct_student_ratio: item.ratio_for(:correct),
        incorrect_student_ratio: item.ratio_for(:incorrect),
        correct_top_student_count: item.num_respondents(:top, :correct),
        correct_middle_student_count: item.num_respondents(:middle, :correct),
        correct_bottom_student_count: item.num_respondents(:bottom, :correct),
        variance: item.variance,
        stdev: item.standard_deviation,
        difficulty_index: item.difficulty_index,
        alpha: stats.alpha,
        point_biserials: []
      }

sorted_answers = item.answers
      item.point_biserials.each_with_index do |point_biserial, i|
        question_item_analysis[:point_biserials] << {
          answer_id: sorted_answers[i],
          point_biserial:,
          correct: i == 0,
          distractor: i != 0
        }
      end

question_item_analysis
    end
  end

def to_csv
    @csv ||=
      CSV.generate do |csv|
        stats = summary_stats_for_quiz
        headers = [
          I18n.t("csv.question.id", "Question Id"),
          I18n.t("csv.question.title", "Question Title"),
          I18n.t("csv.answered.student.count", "Answered Student Count"),
          I18n.t("csv.top.student.count", "Top Student Count"),
          I18n.t("csv.middle.student.count", "Middle Student Count"),
          I18n.t("csv.bottom.student.count", "Bottom Student Count"),
          I18n.t("csv.quiz.question.count", "Quiz Question Count"),
          I18n.t("csv.correct.student.count", "Correct Student Count"),
          I18n.t("csv.wrong.student.count", "Wrong Student Count"),
          I18n.t("csv.correct.student.ratio", "Correct Student Ratio"),
          I18n.t("csv.wrong.student.ratio", "Wrong Student Ratio"),
          I18n.t("csv.correct.top.student.count", "Correct Top Student Count"),
          I18n.t("csv.correct.middle.student.count", "Correct Middle Student Count"),
          I18n.t("csv.correct.bottom.student.count", "Correct Bottom Student Count"),
          I18n.t("csv.variance", "Variance"),
          I18n.t("csv.standard.deviation", "Standard Deviation"),
          I18n.t("csv.difficulty.index", "Difficulty Index"),
          I18n.t("csv.alpha", "Alpha"),
          I18n.t("csv.point.biserial", "Point Biserial of Correct")
        ]
        point_biserial_max_count = stats.map { |item| item.point_biserials.size }.max || 0
        (point_biserial_max_count - 1).times do |i|
          headers << I18n.t("csv.point.distractor", "Point Biserial of Distractor %{num}", num: i + 2)
        end
        csv << headers
        stats.each_with_index do |item, i|
          update_progress(i, stats.size)
          row = [
            item.question[:id],
            item.question_text,
            item.num_respondents,
            item.num_respondents(:top),
            item.num_respondents(:middle),
            item.num_respondents(:bottom),
            stats.size,
            item.num_respondents(:correct),
            item.num_respondents(:incorrect),
            item.ratio_for(:correct),
            item.ratio_for(:incorrect),
            item.num_respondents(:top, :correct),
            item.num_respondents(:middle, :correct),
            item.num_respondents(:bottom, :correct),
            item.variance,
            item.standard_deviation,
            item.difficulty_index,
            stats.alpha || "N/A"
          ]
          point_biserial_max_count.times do |n|
            row << item.point_biserials[n]
          end
          csv << row
        end
      end
  end

private

def summary_stats_for_quiz(options = {})
    @summary_stats ||= Quizzes::QuizStatistics::ItemAnalysis::Summary.new(quiz, {}, options)
  end
end

CANCEL

Name	Type	Size	Modified	Actions
↩ ..	DIR	—	—
📁 item_analysis/	DIR	—	2023-09-24 03:36
📄 item_analysis.rb	RB	5.1 KB	2023-09-24 03:36	EDIT
📄 report.rb	RB	1.2 KB	2023-09-24 03:36	EDIT
📄 student_analysis.rb	RB	16.3 KB	2023-09-24 03:39	EDIT