It's possible for admin data likert score values to be above 5. If that happens, we

cap the likert score at 5.   This was happening already at the scraper
level but it's also now being done by the admin data loader for safety.
Also make sure to just update admin data instead of deleting and
reloading all values each load. Add tests to confirm this behavior

lib/tasks/data.rake

@@ -1,9 +1,13 @@
+require 'csv'
+
 namespace :data do
   desc 'load survey responses'
   task load_survey_responses: :environment do
-    Dir.glob(Rails.root.join('data', 'survey_responses', '*.csv')).each do |filepath|
-      puts "=====================> Loading data from csv at path: #{filepath}"
-      SurveyResponsesDataLoader.load_data filepath:
+    survey_item_response_count = SurveyItemResponse.count
+    student_count = Student.count
+    path = '/data/survey_responses/clean/'
+    Sftp::Directory.open(path:) do |file|
+      SurveyResponsesDataLoader.from_file(file:)
     end
     puts "=====================> Completed loading #{SurveyItemResponse.count} survey responses"
 
@@ -11,6 +15,58 @@ namespace :data do
     ResponseRateLoader.reset
     puts "=====================> Completed loading #{ResponseRate.count} survey responses"
 
+    puts 'Resetting race scores'
+    RaceScoreLoader.reset(fast_processing: false)
+    puts "=====================> Completed loading #{RaceScore.count} race scores"
+
+    Rails.cache.clear
+  end
+
+  desc 'seed only lowell'
+  task seed_only_lowell: :environment do
+    seeder = Seeder.new rules: [Rule::SeedOnlyLowell]
+
+    seeder.seed_academic_years '2016-17', '2017-18', '2018-19', '2019-20', '2020-21', '2021-22', '2022-23'
+    seeder.seed_districts_and_schools Rails.root.join('data', 'master_list_of_schools_and_districts.csv')
+    seeder.seed_surveys Rails.root.join('data', 'master_list_of_schools_and_districts.csv')
+    seeder.seed_respondents Rails.root.join('data', 'master_list_of_schools_and_districts.csv')
+    seeder.seed_sqm_framework Rails.root.join('data', 'sqm_framework.csv')
+    seeder.seed_demographics Rails.root.join('data', 'demographics.csv')
+  end
+
+  desc 'load survey responses for lowell schools'
+  task load_survey_responses_for_lowell: :environment do
+    survey_item_response_count = SurveyItemResponse.count
+    student_count = Student.count
+    path = '/data/survey_responses/clean/'
+    Sftp::Directory.open(path:) do |file|
+      SurveyResponsesDataLoader.from_file(file:)
+    end
+    puts "=====================> Completed loading #{SurveyItemResponse.count - survey_item_response_count} survey responses. #{SurveyItemResponse.count} total responses in the database"
+
+    Sftp::Directory.open(path:) do |file|
+      StudentLoader.from_file(file:, rules: [Rule::SkipNonLowellSchools])
+    end
+    puts "=====================> Completed loading #{Student.count - student_count} students. #{Student.count} total students"
+
+    puts 'Resetting race scores'
+    RaceScoreLoader.reset(fast_processing: false)
+    puts "=====================> Completed loading #{RaceScore.count} race scores"
+
+    Rails.cache.clear
+  end
+
+  desc 'load students for lowell'
+  task load_students_for_lowell: :environment do
+    SurveyItemResponse.update_all(student_id: nil)
+    StudentRace.delete_all
+    Student.delete_all
+
+    Sftp::Directory.open(path: '/data/survey_responses/clean/') do |file|
+      StudentLoader.from_file(file:, rules: [Rule::SkipNonLowellSchools])
+    end
+    puts "=====================> Completed loading #{Student.count - student_count} students. #{Student.count} total students"
+
     puts 'Resetting race scores'
     RaceScoreLoader.reset(fast_processing: false)
     puts "=====================> Completed loading #{RaceScore.count} survey responses"
@@ -152,12 +208,12 @@ namespace :data do
 
   desc 'load admin_data'
   task load_admin_data: :environment do
-    AdminDataValue.delete_all
+    original_count = AdminDataValue.count
     Dir.glob(Rails.root.join('data', 'admin_data', 'dese', '*.csv')).each do |filepath|
       puts "=====================> Loading data from csv at path: #{filepath}"
       Dese::Loader.load_data filepath:
     end
-    puts "=====================> Completed loading #{AdminDataValue.count} survey responses"
+    puts "=====================> Completed loading #{AdminDataValue.count - original_count} admin data values"
   end
 
   desc 'load students'