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feat: add special education disaggregation
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27 changed files with 399 additions and 62 deletions
22
spec/fixtures/sample_demographics.csv
vendored
22
spec/fixtures/sample_demographics.csv
vendored
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@ -1,11 +1,11 @@
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Race Qualtrics Code,Race/Ethnicity,Gender Qualtrics Code,Sex/Gender,Income,ELL
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1,American Indian or Alaskan Native,2,Male,Economically Disadvantaged – N,ELL
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2,Asian or Pacific Islander,1,Female,Economically Disadvantaged – Y,Not ELL
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3,Black or African American,4,Non-Binary,Unknown,Unknown
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4,Hispanic or Latinx,99,Unknown,,
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5,White or Caucasian,,,,
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6,Prefer not to disclose,,,,
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7,Prefer to self-describe,,,,
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8,Middle Eastern,,,,
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99,Race/Ethnicity Not Listed,,,,
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100,Multiracial,,,,
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Race Qualtrics Code,Race/Ethnicity,Gender Qualtrics Code,Sex/Gender,Income,ELL,Special Ed Status
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1,American Indian or Alaskan Native,2,Male,Economically Disadvantaged – N,ELL,Special Education
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2,Asian or Pacific Islander,1,Female,Economically Disadvantaged – Y,Not ELL,Not Special Education
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3,Black or African American,4,Non-Binary,Unknown,Unknown,Unknown
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4,Hispanic or Latinx,99,Unknown,,,
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5,White or Caucasian,,,,,
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6,Prefer not to disclose,,,,,
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7,Prefer to self-describe,,,,,
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8,Middle Eastern,,,,,
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99,Race/Ethnicity Not Listed,,,,,
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100,Multiracial,,,,,
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@ -1,8 +1,8 @@
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Start Date,End Date,Response Type,IP Address,Progress,Duration (in seconds),Finished,RecordedDate,ResponseId,LASID,Recipient Last Name,Recipient First Name,Recipient Email,External Data Reference,Location Latitude,Location Longitude,Distribution Channel,User Language,district,school,DESE ID,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,s-emsa-q1,s-emsa-q2,s-emsa-q3,s-tint-q1,s-tint-q2,#N/A,s-tint-q4,s-tint-q5,s-acpr-q1,s-acpr-q2,s-acpr-q3,s-acpr-q4,#N/A,#N/A,s-cure-q3,s-cure-q4,#N/A,s-sten-q2,s-sten-q3,s-sper-q1,s-sper-q2,s-sper-q3,s-sper-q4,s-civp-q1,s-civp-q2,s-civp-q3,s-civp-q4,s-grmi-q1,#N/A,#N/A,s-grmi-q4,s-appa-q1,s-appa-q2,#N/A,s-peff-q1,s-peff-q2,s-peff-q3,s-peff-q4,s-peff-q5,s-peff-q6,s-sbel-q1,s-sbel-q2,s-sbel-q3,s-sbel-q4,s-sbel-q5,s-phys-q1,s-phys-q1-1,s-phys-q2,s-phys-q3,s-phys-q4,s-vale-q1,s-vale-q2,s-vale-q3,s-vale-q4,s-acst-q1,s-acst-q2,s-acst-q3,s-acst-q4,s-acst-q5,s-grit-q1,s-grit-q2,s-grit-q3,s-grit-q4,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,race,What is your race/ethnicity?(Please select all that apply) - Selected Choice,grade,gender,Raw Income,Income,Raw ELL,ELL
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2020-09-29 18:28:41,2020-09-29 18:48:28,0,73.249.89.226,6,1186,0,2020-09-30T18:48:50,student_survey_response_1,123456,,,,,,,anonymous,EN,1,8,1500025,,,,dddd,4,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3,0,some non-integer response,6,,,,5,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,EN,,,,,1,888,11th,1,Free Lunch,Economically Disadvantaged – Y,Does not apply,Not ELL
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2021-02-23 15:12:58,2021-02-23 15:13:17,0,50.207.254.114,0,19,0,2021-02-24T15:13:19,student_survey_response_2,234567,,,,,,,anonymous,EN,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,NA,,,,,,,,,,,,,,,,,,,,,EN,,,,,"2,3,4",888,10,,Not Eligible,Economically Disadvantaged – N,,Unknown
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2021-03-31 9:50:19,2021-03-31 9:59:01,0,108.7.17.250,100,522,1,2021-03-31T09:59:02,student_survey_response_3,345678,,,,,42.53340149,-70.96530151,anonymous,EN,3,2,1500505,12,4,108,3300,7,1,,,,,,,,,,,,,,2,4,2,1,4,3,3,,,,,3,3,3,3,,,,,NA,,,,,,,,,3,2,3,3,2,1,3,3,4,1,3,3,4,4,2,4,3,3,4,3,3,3,4,3,3,3,3,3,,,,,,,,,,3,4,4,2,3,3,1,,3,,EN,Math teacher,,,,6,888,8,2,Reduced Lunch,Economically Disadvantaged – Y,,Unknown
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2021-03-31 9:50:09,2021-03-31 10:00:16,0,67.186.188.168,100,607,1,2021-03-31T10:00:17,student_survey_response_4,456789,,,,,42.63510132,-71.30139923,anonymous,EN,3,2,1500505,12,18,108,2064,7,1,,2,2,1,,,,,,,,,,,,,,,,,,,,,,,,,3,5,3,3,,,,,,,,,,4,4,3,4,5,1,,1,5,1,3,2,4,4,1,2,1,3,2,3,3,3,4,2,5,3,4,5,5,3,3,4,3,,,,,4,4,4,4,3,5,2,,2,,EN,,,,English teacher,7,888,8,3,,Unknown,LEP student not 1st year,ELL
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2021-03-31 9:51:39,2021-03-31 10:01:36,0,73.47.153.77,100,596,1,2021-03-31T10:01:36,student_survey_response_5,567890,,,,,42.65820313,-71.30580139,anonymous,EN,3,2,1500505,6,15,109,3710,7,1,,2,2,2,,,,,,,,,,3,3,4,3,3,3,3,4,3,4,3,4,4,5,4,3,4,3,5,2,2,3,,,,,,,,,,,,1,,2,5,1,3,3,2,4,3,5,4,,,,,,,,,,,,5,4,3,4,4,4,4,4,4,,,,,,,2,,2,,EN,,,Social Studies teacher,,"1,2,3,4,5,8,6,7",888,7,4,Free Lunch,Economically Disadvantaged – Y,EL Student First Year,ELL
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2021-03-31 9:51:39,2021-03-31 10:01:36,0,73.47.153.77,100,596,1,2021-03-31T10:01:36,student_survey_response_6,,,,,,42.65820313,-71.30580139,anonymous,EN,3,2,1500505,6,15,109,3710,7,1,,2,2,2,,,,,,,,,,3,3,4,3,3,3,3,4,3,4,3,4,4,5,4,3,4,3,5,2,2,3,,,,,,,,,,,,1,,2,5,1,3,3,2,4,3,5,4,,,,,,,,,,,,5,4,3,4,4,4,4,4,4,,,,,,,2,,2,,EN,,,Social Studies teacher,,"1,2,3,4,5,8",888,3,NA,Not Eligible,Economically Disadvantaged – N,Unknown,Unknown
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2021-03-31 9:51:39,2021-03-31 10:01:36,0,73.47.153.77,100,596,1,2021-03-31T10:01:36,student_survey_response_7,,,,,,42.65820313,-71.30580139,anonymous,EN,3,2,1500505,6,15,109,3710,7,1,,2,2,2,,,,,,,,,,3,3,4,3,3,3,3,4,3,4,3,4,4,5,4,3,4,3,5,2,2,3,,,,,,,,,,,,1,,2,5,1,3,3,2,4,3,5,4,,,,,,,,,,,,5,4,3,4,4,4,4,4,4,,,,,,,2,,2,,EN,,,Social Studies teacher,,,,4,,Reduced Lunch,Economically Disadvantaged – Y,#N/A,Unknown
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Start Date,End Date,Response Type,IP Address,Progress,Duration (in seconds),Finished,RecordedDate,ResponseId,LASID,Recipient Last Name,Recipient First Name,Recipient Email,External Data Reference,Location Latitude,Location Longitude,Distribution Channel,User Language,district,school,DESE ID,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,s-emsa-q1,s-emsa-q2,s-emsa-q3,s-tint-q1,s-tint-q2,#N/A,s-tint-q4,s-tint-q5,s-acpr-q1,s-acpr-q2,s-acpr-q3,s-acpr-q4,#N/A,#N/A,s-cure-q3,s-cure-q4,#N/A,s-sten-q2,s-sten-q3,s-sper-q1,s-sper-q2,s-sper-q3,s-sper-q4,s-civp-q1,s-civp-q2,s-civp-q3,s-civp-q4,s-grmi-q1,#N/A,#N/A,s-grmi-q4,s-appa-q1,s-appa-q2,#N/A,s-peff-q1,s-peff-q2,s-peff-q3,s-peff-q4,s-peff-q5,s-peff-q6,s-sbel-q1,s-sbel-q2,s-sbel-q3,s-sbel-q4,s-sbel-q5,s-phys-q1,s-phys-q1-1,s-phys-q2,s-phys-q3,s-phys-q4,s-vale-q1,s-vale-q2,s-vale-q3,s-vale-q4,s-acst-q1,s-acst-q2,s-acst-q3,s-acst-q4,s-acst-q5,s-grit-q1,s-grit-q2,s-grit-q3,s-grit-q4,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,#N/A,race,What is your race/ethnicity?(Please select all that apply) - Selected Choice,grade,gender,Raw Income,Income,Raw ELL,ELL,Raw SpEd
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2020-09-29 18:28:41,2020-09-29 18:48:28,0,73.249.89.226,6,1186,0,2020-09-30T18:48:50,student_survey_response_1,123456,,,,,,,anonymous,EN,1,8,1500025,,,,dddd,4,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3,0,some non-integer response,6,,,,5,,,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,EN,,,,,1,888,11th,1,Free Lunch,Economically Disadvantaged – Y,Does not apply,Not ELL,exited
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2021-02-23 15:12:58,2021-02-23 15:13:17,0,50.207.254.114,0,19,0,2021-02-24T15:13:19,student_survey_response_2,234567,,,,,,,anonymous,EN,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,NA,,,,,,,,,,,,,,,,,,,,,EN,,,,,"2,3,4",888,10,,Not Eligible,Economically Disadvantaged – N,,Unknown,Unknown
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2021-03-31 9:50:19,2021-03-31 9:59:01,0,108.7.17.250,100,522,1,2021-03-31T09:59:02,student_survey_response_3,345678,,,,,42.53340149,-70.96530151,anonymous,EN,3,2,1500505,12,4,108,3300,7,1,,,,,,,,,,,,,,2,4,2,1,4,3,3,,,,,3,3,3,3,,,,,NA,,,,,,,,,3,2,3,3,2,1,3,3,4,1,3,3,4,4,2,4,3,3,4,3,3,3,4,3,3,3,3,3,,,,,,,,,,3,4,4,2,3,3,1,,3,,EN,Math teacher,,,,6,888,8,2,Reduced Lunch,Economically Disadvantaged – Y,,Unknown,Unknown
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2021-03-31 9:50:09,2021-03-31 10:00:16,0,67.186.188.168,100,607,1,2021-03-31T10:00:17,student_survey_response_4,456789,,,,,42.63510132,-71.30139923,anonymous,EN,3,2,1500505,12,18,108,2064,7,1,,2,2,1,,,,,,,,,,,,,,,,,,,,,,,,,3,5,3,3,,,,,,,,,,4,4,3,4,5,1,,1,5,1,3,2,4,4,1,2,1,3,2,3,3,3,4,2,5,3,4,5,5,3,3,4,3,,,,,4,4,4,4,3,5,2,,2,,EN,,,,English teacher,7,888,8,3,,Unknown,LEP student not 1st year,ELL,active
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2021-03-31 9:51:39,2021-03-31 10:01:36,0,73.47.153.77,100,596,1,2021-03-31T10:01:36,student_survey_response_5,567890,,,,,42.65820313,-71.30580139,anonymous,EN,3,2,1500505,6,15,109,3710,7,1,,2,2,2,,,,,,,,,,3,3,4,3,3,3,3,4,3,4,3,4,4,5,4,3,4,3,5,2,2,3,,,,,,,,,,,,1,,2,5,1,3,3,2,4,3,5,4,,,,,,,,,,,,5,4,3,4,4,4,4,4,4,,,,,,,2,,2,,EN,,,Social Studies teacher,,"1,2,3,4,5,8,6,7",888,7,4,Free Lunch,Economically Disadvantaged – Y,EL Student First Year,ELL,active
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2021-03-31 9:51:39,2021-03-31 10:01:36,0,73.47.153.77,100,596,1,2021-03-31T10:01:36,student_survey_response_6,,,,,,42.65820313,-71.30580139,anonymous,EN,3,2,1500505,6,15,109,3710,7,1,,2,2,2,,,,,,,,,,3,3,4,3,3,3,3,4,3,4,3,4,4,5,4,3,4,3,5,2,2,3,,,,,,,,,,,,1,,2,5,1,3,3,2,4,3,5,4,,,,,,,,,,,,5,4,3,4,4,4,4,4,4,,,,,,,2,,2,,EN,,,Social Studies teacher,,"1,2,3,4,5,8",888,3,NA,Not Eligible,Economically Disadvantaged – N,Unknown,Unknown,NA
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2021-03-31 9:51:39,2021-03-31 10:01:36,0,73.47.153.77,100,596,1,2021-03-31T10:01:36,student_survey_response_7,,,,,,42.65820313,-71.30580139,anonymous,EN,3,2,1500505,6,15,109,3710,7,1,,2,2,2,,,,,,,,,,3,3,4,3,3,3,3,4,3,4,3,4,4,5,4,3,4,3,5,2,2,3,,,,,,,,,,,,1,,2,5,1,3,3,2,4,3,5,4,,,,,,,,,,,,5,4,3,4,4,4,4,4,4,,,,,,,2,,2,,EN,,,Social Studies teacher,,,,4,,Reduced Lunch,Economically Disadvantaged – Y,#N/A,Unknown,
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@ -219,7 +219,7 @@ def reads_headers_from_raw_csv(processed_data)
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"s-grit-q1", "s-grit-q2", "s-grit-q3", "s-grit-q4", "s-expa-q1", "s-poaf-q1", "s-poaf-q2", "s-poaf-q3",
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"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",
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"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",
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"s-peff-q5-1", "s-peff-q6-1", "Raw Income", "Income", "Raw ELL", "ELL"].to_set.sort
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"s-peff-q5-1", "s-peff-q6-1", "Raw Income", "Income", "Raw ELL", "ELL", "Raw SpEd", "SpEd"].to_set.sort
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end
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def invalid_rows_are_rejected_for_the_correct_reasons(data)
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@ -21,6 +21,10 @@ describe DemographicLoader do
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["ELL", "Not ELL", "Unknown"]
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end
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let(:speds) do
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["Special Education", "Not Special Education", "Unknown"]
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end
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before :each do
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DemographicLoader.load_data(filepath:)
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end
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@ -68,5 +72,12 @@ describe DemographicLoader do
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expect(Ell.find_by_designation(ell).designation).to eq ell
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end
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end
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it "load all the special ed designations" do
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expect(Sped.all.count).to eq 3
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speds.each do |sped|
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expect(Sped.find_by_designation(sped).designation).to eq sped
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end
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end
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end
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end
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@ -252,6 +252,44 @@ RSpec.describe SurveyItemValues, type: :model do
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end
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end
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context ".sped" do
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before :each do
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attleboro
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ay_2022_23
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end
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it 'translates "active" into "Special Education"' do
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headers = ["Raw SpEd"]
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row = { "Raw SpEd" => "active" }
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values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:)
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expect(values.sped).to eq "Special Education"
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end
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it 'translates "exited" into "Not Special Education"' do
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headers = ["Raw SpEd"]
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row = { "Raw SpEd" => "exited" }
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values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:)
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expect(values.sped).to eq "Not Special Education"
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end
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it 'translates blanks into "Not Special Education' do
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headers = ["Raw SpEd"]
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row = { "Raw SpEd" => "" }
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values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:)
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expect(values.sped).to eq "Not Special Education"
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end
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it 'tranlsates NA into "Unknown"' do
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headers = ["Raw SpEd"]
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row = { "Raw SpEd" => "NA" }
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values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:)
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expect(values.sped).to eq "Unknown"
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row = { "Raw SpEd" => "#NA" }
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values = SurveyItemValues.new(row:, headers:, genders:, survey_items:, schools:)
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expect(values.sped).to eq "Unknown"
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end
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end
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context ".valid_duration" do
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context "when duration is valid" do
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it "returns true" do
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