diff --git a/app/models/form_handler.rb b/app/models/form_handler.rb
index 13cb37804..c79d17a6b 100644
--- a/app/models/form_handler.rb
+++ b/app/models/form_handler.rb
@@ -43,6 +43,10 @@ class FormHandler
       "next_sales" => Form.new(nil, next_collection_start_year, SALES_SECTIONS, "sales"),
       "archived_sales" => Form.new(nil, previous_collection_start_year - 1, SALES_SECTIONS, "sales"),
     }
+    if @sales_forms.count { |_name, form| Time.zone.now.between?(form.start_date, form.edit_end_date) } == 1
+      @sales_forms.delete("archived_sales")
+    end
+    @sales_forms
   end
 
   def ordered_sales_questions_for_all_years
@@ -100,6 +104,10 @@ class FormHandler
     forms["current_lettings"] = Form.new(nil, current_collection_start_year, LETTINGS_SECTIONS, "lettings") if forms["current_lettings"].blank?
     forms["next_lettings"] = Form.new(nil, next_collection_start_year, LETTINGS_SECTIONS, "lettings") if forms["next_lettings"].blank?
 
+    if forms.count { |_name, form| Time.zone.now.between?(form.start_date, form.edit_end_date) } == 1
+      forms.delete("archived_lettings")
+    end
+
     if Rails.env.test?
       forms.merge({ fake_lettings_2021: Form.new("spec/fixtures/forms/2021_2022.json"), real_lettings_2021: Form.new("config/forms/2021_2022.json") })
     else
diff --git a/app/services/csv/lettings_log_csv_service.rb b/app/services/csv/lettings_log_csv_service.rb
index 882969169..989144b15 100644
--- a/app/services/csv/lettings_log_csv_service.rb
+++ b/app/services/csv/lettings_log_csv_service.rb
@@ -252,7 +252,7 @@ module Csv
       "incref" => INCREF_LABELS,
     }.freeze
 
-    CONVENTIONAL_YES_NO_ATTRIBUTES = %w[illness_type_1 illness_type_2 illness_type_3 illness_type_4 illness_type_5 illness_type_6 illness_type_7 illness_type_8 illness_type_9 illness_type_10 refused cbl cap chr letting_allocation_none housingneeds_a housingneeds_b housingneeds_c housingneeds_d housingneeds_e housingneeds_f housingneeds_g housingneeds_h has_benefits nocharge].freeze
+    CONVENTIONAL_YES_NO_ATTRIBUTES = %w[illness_type_1 illness_type_2 illness_type_3 illness_type_4 illness_type_5 illness_type_6 illness_type_7 illness_type_8 illness_type_9 illness_type_10 refused cbl cap chr letting_allocation_none housingneeds_a housingneeds_b housingneeds_c housingneeds_d housingneeds_e housingneeds_f housingneeds_g housingneeds_h has_benefits nocharge postcode_known].freeze
 
     YES_OR_BLANK_ATTRIBUTES = %w[declaration rp_homeless rp_insan_unsat rp_medwel rp_hardship rp_dontknow].freeze
 
diff --git a/spec/fixtures/files/lettings_log_csv_export_codes.csv b/spec/fixtures/files/lettings_log_csv_export_codes.csv
index cdd43809f..b76d4075f 100644
--- a/spec/fixtures/files/lettings_log_csv_export_codes.csv
+++ b/spec/fixtures/files/lettings_log_csv_export_codes.csv
@@ -1,2 +1,2 @@
-id,status,created_by,is_dpo,created_at,updated_by,updated_at,creation_method,old_id,old_form_id,collection_start_year,owning_organisation_name,managing_organisation_name,needstype,lettype,renewal,startdate,renttype,rent_type_detail,irproduct,irproduct_other,lar,tenancycode,propcode,uprn_known,uprn,uprn_confirmed,address_line1,address_line2,town_or_city,county,postcode_full,is_la_inferred,la_label,la,first_time_property_let_as_social_housing,unitletas,rsnvac,newprop,offered,unittype_gn,builtype,wchair,beds,voiddate,vacdays,void_date_value_check,majorrepairs,mrcdate,major_repairs_date_value_check,joint,startertenancy,tenancy,tenancyother,tenancylength,sheltered,declaration,hhmemb,pregnancy_value_check,refused,hhtype,totchild,totelder,totadult,age1,retirement_value_check,sex1,ethnic_group,ethnic,national,ecstat1,details_known_2,relat2,age2,sex2,ecstat2,details_known_3,relat3,age3,sex3,ecstat3,details_known_4,relat4,age4,sex4,ecstat4,details_known_5,relat5,age5,sex5,ecstat5,details_known_6,relat6,age6,sex6,ecstat6,details_known_7,relat7,age7,sex7,ecstat7,details_known_8,relat8,age8,sex8,ecstat8,armedforces,leftreg,reservist,preg_occ,housingneeds,housingneeds_type,housingneeds_a,housingneeds_b,housingneeds_c,housingneeds_f,housingneeds_g,housingneeds_h,housingneeds_other,illness,illness_type_4,illness_type_5,illness_type_2,illness_type_6,illness_type_7,illness_type_3,illness_type_9,illness_type_8,illness_type_1,illness_type_10,layear,waityear,reason,reasonother,prevten,new_old,homeless,ppcodenk,ppostcode_full,previous_la_known,is_previous_la_inferred,prevloc_label,prevloc,reasonpref,rp_homeless,rp_insan_unsat,rp_medwel,rp_hardship,rp_dontknow,cbl,cap,chr,letting_allocation_none,referral,referral_value_check,net_income_known,incref,earnings,incfreq,net_income_value_check,hb,has_benefits,benefits,household_charge,nocharge,period,is_carehome,chcharge,wchchrg,carehome_charges_value_check,brent,wrent,rent_value_check,scharge,wscharge,pscharge,wpschrge,supcharg,wsupchrg,tcharge,wtcharge,scharge_value_check,pscharge_value_check,supcharg_value_check,hbrentshortfall,tshortfall_known,tshortfall,wtshortfall,scheme_code,scheme_service_name,scheme_sensitive,SCHTYPE,scheme_registered_under_care_act,scheme_owning_organisation_name,scheme_primary_client_group,scheme_has_other_client_group,scheme_secondary_client_group,scheme_support_type,scheme_intended_stay,scheme_created_at,location_code,location_postcode,location_name,location_units,location_type_of_unit,location_mobility_type,location_local_authority,location_startdate
-,completed,s.port@jeemayle.com,false,2023-06-26T00:00:00+01:00,,2023-06-26T00:00:00+01:00,1,,,2023,DLUHC,DLUHC,1,7,0,2023-06-26,2,1,1,,2,HIJKLMN,ABCDEFG,0,,,fake address,,London,,NW9 5LL,false,Barnet,E09000003,0,2,6,2,2,7,1,1,3,2023-06-24,,,1,2023-06-25,,3,1,4,,2,,1,4,,1,4,0,0,2,35,,F,0,2,13,0,0,P,32,M,6,1,R,-9,R,10,0,R,-9,R,10,,,,,,,,,,,,,,,,,,,,,1,4,1,2,1,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,2,7,4,,6,2,1,0,TN23 6LZ,1,false,Ashford,E07000105,1,0,1,0,0,0,0,0,1,,2,,0,0,268,1,,6,1,1,,0,2,,,,,200.0,100.0,,50.0,25.0,40.0,20.0,35.0,17.5,325.0,162.5,,,,1,0,12.0,6.0,,,,,,,,,,,,,,,,,,,,
+id,status,created_by,is_dpo,created_at,updated_by,updated_at,creation_method,old_id,old_form_id,collection_start_year,owning_organisation_name,managing_organisation_name,needstype,lettype,renewal,startdate,renttype,rent_type_detail,irproduct,irproduct_other,lar,tenancycode,propcode,postcode_known,uprn_known,uprn,uprn_confirmed,address_line1,address_line2,town_or_city,county,postcode_full,is_la_inferred,la_label,la,first_time_property_let_as_social_housing,unitletas,rsnvac,newprop,offered,unittype_gn,builtype,wchair,beds,voiddate,vacdays,void_date_value_check,majorrepairs,mrcdate,major_repairs_date_value_check,joint,startertenancy,tenancy,tenancyother,tenancylength,sheltered,declaration,hhmemb,pregnancy_value_check,refused,hhtype,totchild,totelder,totadult,age1,retirement_value_check,sex1,ethnic_group,ethnic,national,ecstat1,details_known_2,relat2,age2,sex2,ecstat2,details_known_3,relat3,age3,sex3,ecstat3,details_known_4,relat4,age4,sex4,ecstat4,details_known_5,relat5,age5,sex5,ecstat5,details_known_6,relat6,age6,sex6,ecstat6,details_known_7,relat7,age7,sex7,ecstat7,details_known_8,relat8,age8,sex8,ecstat8,armedforces,leftreg,reservist,preg_occ,housingneeds,housingneeds_type,housingneeds_a,housingneeds_b,housingneeds_c,housingneeds_f,housingneeds_g,housingneeds_h,housingneeds_other,illness,illness_type_4,illness_type_5,illness_type_2,illness_type_6,illness_type_7,illness_type_3,illness_type_9,illness_type_8,illness_type_1,illness_type_10,layear,waityear,reason,reasonother,prevten,new_old,homeless,ppcodenk,ppostcode_full,previous_la_known,is_previous_la_inferred,prevloc_label,prevloc,reasonpref,rp_homeless,rp_insan_unsat,rp_medwel,rp_hardship,rp_dontknow,cbl,cap,chr,letting_allocation_none,referral,referral_value_check,net_income_known,incref,earnings,incfreq,net_income_value_check,hb,has_benefits,benefits,household_charge,nocharge,period,is_carehome,chcharge,wchchrg,carehome_charges_value_check,brent,wrent,rent_value_check,scharge,wscharge,pscharge,wpschrge,supcharg,wsupchrg,tcharge,wtcharge,scharge_value_check,pscharge_value_check,supcharg_value_check,hbrentshortfall,tshortfall_known,tshortfall,wtshortfall,scheme_code,scheme_service_name,scheme_sensitive,SCHTYPE,scheme_registered_under_care_act,scheme_owning_organisation_name,scheme_primary_client_group,scheme_has_other_client_group,scheme_secondary_client_group,scheme_support_type,scheme_intended_stay,scheme_created_at,location_code,location_postcode,location_name,location_units,location_type_of_unit,location_mobility_type,location_local_authority,location_startdate
+,completed,s.port@jeemayle.com,false,2023-11-26T00:00:00+00:00,,2023-11-26T00:00:00+00:00,1,,,2023,DLUHC,DLUHC,1,7,0,2023-11-26,2,1,1,,2,HIJKLMN,ABCDEFG,1,0,,,fake address,,London,,NW9 5LL,false,Barnet,E09000003,0,2,6,2,2,7,1,1,3,2023-11-24,,,1,2023-11-25,,3,1,4,,2,,1,4,,1,4,0,0,2,35,,F,0,2,13,0,0,P,32,M,6,1,R,-9,R,10,0,R,-9,R,10,,,,,,,,,,,,,,,,,,,,,1,4,1,2,1,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,2,7,4,,6,2,1,0,TN23 6LZ,1,false,Ashford,E07000105,1,0,1,0,0,0,0,0,1,,2,,0,0,268,1,,6,1,1,,0,2,,,,,200.0,100.0,,50.0,25.0,40.0,20.0,35.0,17.5,325.0,162.5,,,,1,0,12.0,6.0,,,,,,,,,,,,,,,,,,,,
diff --git a/spec/fixtures/files/lettings_log_csv_export_labels.csv b/spec/fixtures/files/lettings_log_csv_export_labels.csv
index 7d76b9a36..cc588be87 100644
--- a/spec/fixtures/files/lettings_log_csv_export_labels.csv
+++ b/spec/fixtures/files/lettings_log_csv_export_labels.csv
@@ -1,2 +1,2 @@
-id,status,created_by,is_dpo,created_at,updated_by,updated_at,creation_method,old_id,old_form_id,collection_start_year,owning_organisation_name,managing_organisation_name,needstype,lettype,renewal,startdate,renttype,rent_type_detail,irproduct,irproduct_other,lar,tenancycode,propcode,uprn_known,uprn,uprn_confirmed,address_line1,address_line2,town_or_city,county,postcode_full,is_la_inferred,la_label,la,first_time_property_let_as_social_housing,unitletas,rsnvac,newprop,offered,unittype_gn,builtype,wchair,beds,voiddate,vacdays,void_date_value_check,majorrepairs,mrcdate,major_repairs_date_value_check,joint,startertenancy,tenancy,tenancyother,tenancylength,sheltered,declaration,hhmemb,pregnancy_value_check,refused,hhtype,totchild,totelder,totadult,age1,retirement_value_check,sex1,ethnic_group,ethnic,national,ecstat1,details_known_2,relat2,age2,sex2,ecstat2,details_known_3,relat3,age3,sex3,ecstat3,details_known_4,relat4,age4,sex4,ecstat4,details_known_5,relat5,age5,sex5,ecstat5,details_known_6,relat6,age6,sex6,ecstat6,details_known_7,relat7,age7,sex7,ecstat7,details_known_8,relat8,age8,sex8,ecstat8,armedforces,leftreg,reservist,preg_occ,housingneeds,housingneeds_type,housingneeds_a,housingneeds_b,housingneeds_c,housingneeds_f,housingneeds_g,housingneeds_h,housingneeds_other,illness,illness_type_4,illness_type_5,illness_type_2,illness_type_6,illness_type_7,illness_type_3,illness_type_9,illness_type_8,illness_type_1,illness_type_10,layear,waityear,reason,reasonother,prevten,new_old,homeless,ppcodenk,ppostcode_full,previous_la_known,is_previous_la_inferred,prevloc_label,prevloc,reasonpref,rp_homeless,rp_insan_unsat,rp_medwel,rp_hardship,rp_dontknow,cbl,cap,chr,letting_allocation_none,referral,referral_value_check,net_income_known,incref,earnings,incfreq,net_income_value_check,hb,has_benefits,benefits,household_charge,nocharge,period,is_carehome,chcharge,wchchrg,carehome_charges_value_check,brent,wrent,rent_value_check,scharge,wscharge,pscharge,wpschrge,supcharg,wsupchrg,tcharge,wtcharge,scharge_value_check,pscharge_value_check,supcharg_value_check,hbrentshortfall,tshortfall_known,tshortfall,wtshortfall,scheme_code,scheme_service_name,scheme_sensitive,SCHTYPE,scheme_registered_under_care_act,scheme_owning_organisation_name,scheme_primary_client_group,scheme_has_other_client_group,scheme_secondary_client_group,scheme_support_type,scheme_intended_stay,scheme_created_at,location_code,location_postcode,location_name,location_units,location_type_of_unit,location_mobility_type,location_local_authority,location_startdate
-,completed,s.port@jeemayle.com,false,2023-06-26T00:00:00+01:00,,2023-06-26T00:00:00+01:00,single log,,,2023,DLUHC,DLUHC,General needs,Affordable rent general needs local authority,No,2023-06-26,2,Affordable Rent,Rent to Buy,,No,HIJKLMN,ABCDEFG,No,,,fake address,,London,,NW9 5LL,No,Barnet,E09000003,No,Affordable rent basis,Tenant abandoned property,No,2,House,Purpose built,Yes,3,2023-06-24,,,Yes,2023-06-25,,Don’t know,Yes,Assured Shorthold Tenancy (AST) – Fixed term,,2,,Yes,4,,Yes,4,0,0,2,35,,Female,White,Irish,Tenant prefers not to say,Other,Yes,Partner,32,Male,Not seeking work,No,Prefers not to say,Not known,Prefers not to say,Prefers not to say,Yes,Person prefers not to say,Not known,Person prefers not to say,Person prefers not to say,,,,,,,,,,,,,,,,,,,,,Yes – the person is a current or former regular,No – they left up to and including 5 years ago,Yes,No,Yes,Fully wheelchair accessible housing,Yes,No,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Less than 1 year,1 year but under 2 years,Loss of tied accommodation,,Other supported housing,2,No,Yes,TN23 6LZ,Yes,No,Ashford,E07000105,Yes,,Yes,,,,No,No,Yes,,Tenant applied directly (no referral or nomination),,Yes,No,268,Weekly,,Universal Credit housing element,Yes,All,,No,Every 2 weeks,,,,,200.0,100.0,,50.0,25.0,40.0,20.0,35.0,17.5,325.0,162.5,,,,Yes,Yes,12.0,6.0,,,,,,,,,,,,,,,,,,,,
+id,status,created_by,is_dpo,created_at,updated_by,updated_at,creation_method,old_id,old_form_id,collection_start_year,owning_organisation_name,managing_organisation_name,needstype,lettype,renewal,startdate,renttype,rent_type_detail,irproduct,irproduct_other,lar,tenancycode,propcode,postcode_known,uprn_known,uprn,uprn_confirmed,address_line1,address_line2,town_or_city,county,postcode_full,is_la_inferred,la_label,la,first_time_property_let_as_social_housing,unitletas,rsnvac,newprop,offered,unittype_gn,builtype,wchair,beds,voiddate,vacdays,void_date_value_check,majorrepairs,mrcdate,major_repairs_date_value_check,joint,startertenancy,tenancy,tenancyother,tenancylength,sheltered,declaration,hhmemb,pregnancy_value_check,refused,hhtype,totchild,totelder,totadult,age1,retirement_value_check,sex1,ethnic_group,ethnic,national,ecstat1,details_known_2,relat2,age2,sex2,ecstat2,details_known_3,relat3,age3,sex3,ecstat3,details_known_4,relat4,age4,sex4,ecstat4,details_known_5,relat5,age5,sex5,ecstat5,details_known_6,relat6,age6,sex6,ecstat6,details_known_7,relat7,age7,sex7,ecstat7,details_known_8,relat8,age8,sex8,ecstat8,armedforces,leftreg,reservist,preg_occ,housingneeds,housingneeds_type,housingneeds_a,housingneeds_b,housingneeds_c,housingneeds_f,housingneeds_g,housingneeds_h,housingneeds_other,illness,illness_type_4,illness_type_5,illness_type_2,illness_type_6,illness_type_7,illness_type_3,illness_type_9,illness_type_8,illness_type_1,illness_type_10,layear,waityear,reason,reasonother,prevten,new_old,homeless,ppcodenk,ppostcode_full,previous_la_known,is_previous_la_inferred,prevloc_label,prevloc,reasonpref,rp_homeless,rp_insan_unsat,rp_medwel,rp_hardship,rp_dontknow,cbl,cap,chr,letting_allocation_none,referral,referral_value_check,net_income_known,incref,earnings,incfreq,net_income_value_check,hb,has_benefits,benefits,household_charge,nocharge,period,is_carehome,chcharge,wchchrg,carehome_charges_value_check,brent,wrent,rent_value_check,scharge,wscharge,pscharge,wpschrge,supcharg,wsupchrg,tcharge,wtcharge,scharge_value_check,pscharge_value_check,supcharg_value_check,hbrentshortfall,tshortfall_known,tshortfall,wtshortfall,scheme_code,scheme_service_name,scheme_sensitive,SCHTYPE,scheme_registered_under_care_act,scheme_owning_organisation_name,scheme_primary_client_group,scheme_has_other_client_group,scheme_secondary_client_group,scheme_support_type,scheme_intended_stay,scheme_created_at,location_code,location_postcode,location_name,location_units,location_type_of_unit,location_mobility_type,location_local_authority,location_startdate
+,completed,s.port@jeemayle.com,false,2023-11-26T00:00:00+00:00,,2023-11-26T00:00:00+00:00,single log,,,2023,DLUHC,DLUHC,General needs,Affordable rent general needs local authority,No,2023-11-26,2,Affordable Rent,Rent to Buy,,No,HIJKLMN,ABCDEFG,Yes,No,,,fake address,,London,,NW9 5LL,No,Barnet,E09000003,No,Affordable rent basis,Tenant abandoned property,No,2,House,Purpose built,Yes,3,2023-11-24,,,Yes,2023-11-25,,Don’t know,Yes,Assured Shorthold Tenancy (AST) – Fixed term,,2,,Yes,4,,Yes,4,0,0,2,35,,Female,White,Irish,Tenant prefers not to say,Other,Yes,Partner,32,Male,Not seeking work,No,Prefers not to say,Not known,Prefers not to say,Prefers not to say,Yes,Person prefers not to say,Not known,Person prefers not to say,Person prefers not to say,,,,,,,,,,,,,,,,,,,,,Yes – the person is a current or former regular,No – they left up to and including 5 years ago,Yes,No,Yes,Fully wheelchair accessible housing,Yes,No,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Less than 1 year,1 year but under 2 years,Loss of tied accommodation,,Other supported housing,2,No,Yes,TN23 6LZ,Yes,No,Ashford,E07000105,Yes,,Yes,,,,No,No,Yes,,Tenant applied directly (no referral or nomination),,Yes,No,268,Weekly,,Universal Credit housing element,Yes,All,,No,Every 2 weeks,,,,,200.0,100.0,,50.0,25.0,40.0,20.0,35.0,17.5,325.0,162.5,,,,Yes,Yes,12.0,6.0,,,,,,,,,,,,,,,,,,,,
diff --git a/spec/fixtures/files/lettings_log_csv_export_non_support_codes.csv b/spec/fixtures/files/lettings_log_csv_export_non_support_codes.csv
index 9fedc109d..7efdb09fe 100644
--- a/spec/fixtures/files/lettings_log_csv_export_non_support_codes.csv
+++ b/spec/fixtures/files/lettings_log_csv_export_non_support_codes.csv
@@ -1,2 +1,2 @@
 id,status,created_by,is_dpo,created_at,updated_by,updated_at,creation_method,collection_start_year,owning_organisation_name,managing_organisation_name,needstype,lettype,renewal,startdate,renttype,rent_type_detail,irproduct,irproduct_other,lar,tenancycode,propcode,uprn_known,uprn,address_line1,address_line2,town_or_city,county,postcode_full,la_label,unitletas,rsnvac,newprop,offered,unittype_gn,builtype,wchair,beds,voiddate,vacdays,void_date_value_check,majorrepairs,mrcdate,major_repairs_date_value_check,joint,startertenancy,tenancy,tenancyother,tenancylength,sheltered,declaration,hhmemb,refused,age1,sex1,ethnic_group,ethnic,national,ecstat1,relat2,age2,sex2,ecstat2,relat3,age3,sex3,ecstat3,relat4,age4,sex4,ecstat4,relat5,age5,sex5,ecstat5,relat6,age6,sex6,ecstat6,relat7,age7,sex7,ecstat7,relat8,age8,sex8,ecstat8,armedforces,leftreg,reservist,preg_occ,housingneeds,housingneeds_type,housingneeds_a,housingneeds_b,housingneeds_c,housingneeds_f,housingneeds_g,housingneeds_h,housingneeds_other,illness,illness_type_4,illness_type_5,illness_type_2,illness_type_6,illness_type_7,illness_type_3,illness_type_9,illness_type_8,illness_type_1,illness_type_10,layear,waityear,reason,reasonother,prevten,homeless,ppcodenk,ppostcode_full,prevloc_label,reasonpref,rp_homeless,rp_insan_unsat,rp_medwel,rp_hardship,rp_dontknow,cbl,cap,chr,letting_allocation_none,referral,referral_value_check,incref,earnings,incfreq,hb,has_benefits,benefits,household_charge,nocharge,period,is_carehome,chcharge,wchchrg,carehome_charges_value_check,brent,scharge,pscharge,supcharg,tcharge,scharge_value_check,pscharge_value_check,supcharg_value_check,hbrentshortfall,tshortfall,scheme_code,scheme_service_name,scheme_sensitive,SCHTYPE,scheme_registered_under_care_act,scheme_owning_organisation_name,scheme_primary_client_group,scheme_has_other_client_group,scheme_secondary_client_group,scheme_support_type,scheme_intended_stay,scheme_created_at,location_code,location_postcode,location_name,location_units,location_type_of_unit,location_mobility_type,location_local_authority,location_startdate
-,completed,choreographer@owtluk.com,false,2023-06-26T00:00:00+01:00,,2023-06-26T00:00:00+01:00,1,2023,DLUHC,DLUHC,1,7,0,2023-06-26,2,1,1,,2,HIJKLMN,ABCDEFG,0,,fake address,,London,,NW9 5LL,Barnet,2,6,2,2,7,1,1,3,2023-06-24,1,,1,2023-06-25,,3,1,4,,2,,1,4,1,35,F,0,2,13,0,P,32,M,6,R,-9,R,10,R,-9,R,10,,,,,,,,,,,,,,,,,1,4,1,2,1,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,2,7,4,,6,1,0,TN23 6LZ,Ashford,1,0,1,0,0,0,0,0,1,,2,,0,268,1,6,1,1,,0,2,,,,,200.0,50.0,40.0,35.0,325.0,,,,1,12.0,,,,,,,,,,,,,,,,,,,,
+,completed,choreographer@owtluk.com,false,2023-11-26T00:00:00+00:00,,2023-11-26T00:00:00+00:00,1,2023,DLUHC,DLUHC,1,7,0,2023-11-26,2,1,1,,2,HIJKLMN,ABCDEFG,0,,fake address,,London,,NW9 5LL,Barnet,2,6,2,2,7,1,1,3,2023-11-24,1,,1,2023-11-25,,3,1,4,,2,,1,4,1,35,F,0,2,13,0,P,32,M,6,R,-9,R,10,R,-9,R,10,,,,,,,,,,,,,,,,,1,4,1,2,1,0,1,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,2,7,4,,6,1,0,TN23 6LZ,Ashford,1,0,1,0,0,0,0,0,1,,2,,0,268,1,6,1,1,,0,2,,,,,200.0,50.0,40.0,35.0,325.0,,,,1,12.0,,,,,,,,,,,,,,,,,,,,
diff --git a/spec/fixtures/files/lettings_log_csv_export_non_support_labels.csv b/spec/fixtures/files/lettings_log_csv_export_non_support_labels.csv
index 563a231b6..670257f96 100644
--- a/spec/fixtures/files/lettings_log_csv_export_non_support_labels.csv
+++ b/spec/fixtures/files/lettings_log_csv_export_non_support_labels.csv
@@ -1,2 +1,2 @@
 id,status,created_by,is_dpo,created_at,updated_by,updated_at,creation_method,collection_start_year,owning_organisation_name,managing_organisation_name,needstype,lettype,renewal,startdate,renttype,rent_type_detail,irproduct,irproduct_other,lar,tenancycode,propcode,uprn_known,uprn,address_line1,address_line2,town_or_city,county,postcode_full,la_label,unitletas,rsnvac,newprop,offered,unittype_gn,builtype,wchair,beds,voiddate,vacdays,void_date_value_check,majorrepairs,mrcdate,major_repairs_date_value_check,joint,startertenancy,tenancy,tenancyother,tenancylength,sheltered,declaration,hhmemb,refused,age1,sex1,ethnic_group,ethnic,national,ecstat1,relat2,age2,sex2,ecstat2,relat3,age3,sex3,ecstat3,relat4,age4,sex4,ecstat4,relat5,age5,sex5,ecstat5,relat6,age6,sex6,ecstat6,relat7,age7,sex7,ecstat7,relat8,age8,sex8,ecstat8,armedforces,leftreg,reservist,preg_occ,housingneeds,housingneeds_type,housingneeds_a,housingneeds_b,housingneeds_c,housingneeds_f,housingneeds_g,housingneeds_h,housingneeds_other,illness,illness_type_4,illness_type_5,illness_type_2,illness_type_6,illness_type_7,illness_type_3,illness_type_9,illness_type_8,illness_type_1,illness_type_10,layear,waityear,reason,reasonother,prevten,homeless,ppcodenk,ppostcode_full,prevloc_label,reasonpref,rp_homeless,rp_insan_unsat,rp_medwel,rp_hardship,rp_dontknow,cbl,cap,chr,letting_allocation_none,referral,referral_value_check,incref,earnings,incfreq,hb,has_benefits,benefits,household_charge,nocharge,period,is_carehome,chcharge,wchchrg,carehome_charges_value_check,brent,scharge,pscharge,supcharg,tcharge,scharge_value_check,pscharge_value_check,supcharg_value_check,hbrentshortfall,tshortfall,scheme_code,scheme_service_name,scheme_sensitive,SCHTYPE,scheme_registered_under_care_act,scheme_owning_organisation_name,scheme_primary_client_group,scheme_has_other_client_group,scheme_secondary_client_group,scheme_support_type,scheme_intended_stay,scheme_created_at,location_code,location_postcode,location_name,location_units,location_type_of_unit,location_mobility_type,location_local_authority,location_startdate
-,completed,choreographer@owtluk.com,false,2023-06-26T00:00:00+01:00,,2023-06-26T00:00:00+01:00,single log,2023,DLUHC,DLUHC,General needs,Affordable rent general needs local authority,No,2023-06-26,2,Affordable Rent,Rent to Buy,,No,HIJKLMN,ABCDEFG,No,,fake address,,London,,NW9 5LL,Barnet,Affordable rent basis,Tenant abandoned property,No,2,House,Purpose built,Yes,3,2023-06-24,1,,Yes,2023-06-25,,Don’t know,Yes,Assured Shorthold Tenancy (AST) – Fixed term,,2,,Yes,4,Yes,35,Female,White,Irish,Tenant prefers not to say,Other,Partner,32,Male,Not seeking work,Prefers not to say,Not known,Prefers not to say,Prefers not to say,Person prefers not to say,Not known,Person prefers not to say,Person prefers not to say,,,,,,,,,,,,,,,,,Yes – the person is a current or former regular,No – they left up to and including 5 years ago,Yes,No,Yes,Fully wheelchair accessible housing,Yes,No,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Less than 1 year,1 year but under 2 years,Loss of tied accommodation,,Other supported housing,No,Yes,TN23 6LZ,Ashford,Yes,,Yes,,,,No,No,Yes,,Tenant applied directly (no referral or nomination),,No,268,Weekly,Universal Credit housing element,Yes,All,,No,Every 2 weeks,,,,,200.0,50.0,40.0,35.0,325.0,,,,Yes,12.0,,,,,,,,,,,,,,,,,,,,
+,completed,choreographer@owtluk.com,false,2023-11-26T00:00:00+00:00,,2023-11-26T00:00:00+00:00,single log,2023,DLUHC,DLUHC,General needs,Affordable rent general needs local authority,No,2023-11-26,2,Affordable Rent,Rent to Buy,,No,HIJKLMN,ABCDEFG,No,,fake address,,London,,NW9 5LL,Barnet,Affordable rent basis,Tenant abandoned property,No,2,House,Purpose built,Yes,3,2023-11-24,1,,Yes,2023-11-25,,Don’t know,Yes,Assured Shorthold Tenancy (AST) – Fixed term,,2,,Yes,4,Yes,35,Female,White,Irish,Tenant prefers not to say,Other,Partner,32,Male,Not seeking work,Prefers not to say,Not known,Prefers not to say,Prefers not to say,Person prefers not to say,Not known,Person prefers not to say,Person prefers not to say,,,,,,,,,,,,,,,,,Yes – the person is a current or former regular,No – they left up to and including 5 years ago,Yes,No,Yes,Fully wheelchair accessible housing,Yes,No,No,No,No,No,No,Yes,No,No,Yes,No,No,No,No,No,No,No,Less than 1 year,1 year but under 2 years,Loss of tied accommodation,,Other supported housing,No,Yes,TN23 6LZ,Ashford,Yes,,Yes,,,,No,No,Yes,,Tenant applied directly (no referral or nomination),,No,268,Weekly,Universal Credit housing element,Yes,All,,No,Every 2 weeks,,,,,200.0,50.0,40.0,35.0,325.0,,,,Yes,12.0,,,,,,,,,,,,,,,,,,,,
diff --git a/spec/fixtures/files/sales_logs_csv_export_codes.csv b/spec/fixtures/files/sales_logs_csv_export_codes.csv
index a82240317..86d6aef83 100644
--- a/spec/fixtures/files/sales_logs_csv_export_codes.csv
+++ b/spec/fixtures/files/sales_logs_csv_export_codes.csv
@@ -1,2 +1,2 @@
 id,status,created_at,updated_at,old_form_id,collection_start_year,creation_method,is_dpo,owning_organisation_name,managing_organisation_name,created_by,day,month,year,purchid,ownershipsch,type,othtype,companybuy,buylivein,jointpur,jointmore,beds,proptype,builtype,pcodenk,uprn,uprn_confirmed,address_line1,address_line2,town_or_city,county,pcode1,pcode2,la_known,la,la_label,wchair,noint,privacynotice,age1,sex1,ethnic_group,ethnic,national,ecstat1,buy1livein,relat2,age2,sex2,ethnic_group2,ethnicbuy2,nationalbuy2,ecstat2,buy2livein,hholdcount,relat3,age3,sex3,ecstat3,relat4,age4,sex4,ecstat4,relat5,age5,sex5,ecstat5,relat6,age6,sex6,ecstat6,prevten,ppcodenk,ppostc1,ppostc2,previous_la_known,prevloc,prevloc_label,pregyrha,pregother,pregla,pregghb,pregblank,buy2living,prevtenbuy2,hhregres,hhregresstill,armedforcesspouse,disabled,wheel,income1nk,income1,inc1mort,income2nk,income2,inc2mort,hb,savingsnk,savings,prevown,prevshared,proplen,staircase,stairbought,stairowned,staircasesale,resale,exday,exmonth,exyear,hoday,homonth,hoyear,lanomagr,soctenant,frombeds,fromprop,socprevten,value,equity,mortgageused,mortgage,mortgagelender,mortgagelenderother,mortlen,extrabor,deposit,cashdis,mrent,has_mscharge,mscharge,discount,grant
-,completed,2023-02-08T00:00:00+00:00,2023-02-08T00:00:00+00:00,,2022,1,false,DLUHC,DLUHC,billyboy@eyeklaud.com,8,2,2023,,2,8,,,,1,1,2,1,1,0,,,Address line 1,,Town or city,,SW1A,1AA,1,E09000003,Barnet,1,2,1,30,X,17,17,18,1,1,P,35,X,17,,13,1,1,3,C,14,X,9,X,-9,X,3,R,-9,R,10,,,,,1,1,,,0,,,1,1,1,1,,3,,1,4,5,1,1,0,10000,1,0,10000,1,4,1,,1,2,10,,,,,,,,,,,,,,,,,110000.0,,1,20000.0,5,,10,1,80000.0,,,1,100.0,,10000.0
+,completed,2023-12-08T00:00:00+00:00,2023-12-08T00:00:00+00:00,,2023,1,false,DLUHC,DLUHC,billyboy@eyeklaud.com,8,12,2023,,2,8,,,,1,1,2,1,1,0,,,Address line 1,,Town or city,,SW1A,1AA,1,E09000003,Barnet,1,2,1,30,X,17,17,18,1,1,P,35,X,17,,13,1,1,3,C,14,X,9,X,-9,X,3,R,-9,R,10,,,,,1,1,,,0,,,1,1,1,1,,3,,1,4,5,1,1,0,10000,1,0,10000,1,4,1,,1,2,10,,,,,,,,,,,,,,,,,110000.0,,1,20000.0,5,,10,1,80000.0,,,1,100.0,,10000.0
diff --git a/spec/fixtures/files/sales_logs_csv_export_labels.csv b/spec/fixtures/files/sales_logs_csv_export_labels.csv
index 6c38f5e58..1be3fd724 100644
--- a/spec/fixtures/files/sales_logs_csv_export_labels.csv
+++ b/spec/fixtures/files/sales_logs_csv_export_labels.csv
@@ -1,2 +1,2 @@
 id,status,created_at,updated_at,old_form_id,collection_start_year,creation_method,is_dpo,owning_organisation_name,managing_organisation_name,created_by,day,month,year,purchid,ownershipsch,type,othtype,companybuy,buylivein,jointpur,jointmore,beds,proptype,builtype,pcodenk,uprn,uprn_confirmed,address_line1,address_line2,town_or_city,county,pcode1,pcode2,la_known,la,la_label,wchair,noint,privacynotice,age1,sex1,ethnic_group,ethnic,national,ecstat1,buy1livein,relat2,age2,sex2,ethnic_group2,ethnicbuy2,nationalbuy2,ecstat2,buy2livein,hholdcount,relat3,age3,sex3,ecstat3,relat4,age4,sex4,ecstat4,relat5,age5,sex5,ecstat5,relat6,age6,sex6,ecstat6,prevten,ppcodenk,ppostc1,ppostc2,previous_la_known,prevloc,prevloc_label,pregyrha,pregother,pregla,pregghb,pregblank,buy2living,prevtenbuy2,hhregres,hhregresstill,armedforcesspouse,disabled,wheel,income1nk,income1,inc1mort,income2nk,income2,inc2mort,hb,savingsnk,savings,prevown,prevshared,proplen,staircase,stairbought,stairowned,staircasesale,resale,exday,exmonth,exyear,hoday,homonth,hoyear,lanomagr,soctenant,frombeds,fromprop,socprevten,value,equity,mortgageused,mortgage,mortgagelender,mortgagelenderother,mortlen,extrabor,deposit,cashdis,mrent,has_mscharge,mscharge,discount,grant
-,completed,2023-02-08T00:00:00+00:00,2023-02-08T00:00:00+00:00,,2022,single log,false,DLUHC,DLUHC,billyboy@eyeklaud.com,8,2,2023,,Yes - a discounted ownership scheme,Right to Acquire (RTA),,,,Yes,Yes,2,Flat or maisonette,Purpose built,Yes,,,Address line 1,,Town or city,,SW1A,1AA,Yes,E09000003,Barnet,Yes,Yes,1,30,Non-binary,Buyer 1 prefers not to say,17,United Kingdom,Full-time - 30 hours or more,Yes,Partner,35,Non-binary,17,,13,Full-time - 30 hours or more,Yes,3,Child,14,Non-binary,Child under 16,Other,Not known,Non-binary,"In government training into work, such as New Deal",Prefers not to say,Not known,Prefers not to say,Prefers not to say,,,,,Local authority tenant,No,,,No,,,1,1,1,1,,3,,Yes,Yes,No,Yes,Yes,Yes,10000,Yes,Yes,10000,Yes,"Don’t know ",No,,Yes,2,10,,,,,,,,,,,,,,,,,110000.0,,Yes,20000.0,Cambridge Building Society,,10,Yes,80000.0,,,Yes,100.0,,10000.0
+,completed,2023-12-08T00:00:00+00:00,2023-12-08T00:00:00+00:00,,2023,single log,false,DLUHC,DLUHC,billyboy@eyeklaud.com,8,12,2023,,Yes - a discounted ownership scheme,Right to Acquire (RTA),,,,Yes,Yes,2,Flat or maisonette,Purpose built,0,,,Address line 1,,Town or city,,SW1A,1AA,1,E09000003,Barnet,Yes,Yes,1,30,Non-binary,Buyer 1 prefers not to say,17,United Kingdom,Full-time - 30 hours or more,Yes,Partner,35,Non-binary,Buyer 2 prefers not to say,,Buyer prefers not to say,Full-time - 30 hours or more,Yes,3,Child,14,Non-binary,Child under 16,Other,Not known,Non-binary,"In government training into work, such as New Deal",Prefers not to say,Not known,Prefers not to say,Prefers not to say,,,,,Local authority tenant,No,,,No,,,1,1,1,1,,Don't know,,Yes,Yes,No,Yes,Yes,Yes,10000,Yes,Yes,10000,Yes,"Don’t know ",No,,Yes,No,10,,,,,,,,,,,,,,,,,110000.0,,Yes,20000.0,Cambridge Building Society,,10,Yes,80000.0,,,Yes,100.0,,10000.0
diff --git a/spec/services/csv/lettings_log_csv_service_spec.rb b/spec/services/csv/lettings_log_csv_service_spec.rb
index 4e6e21621..512841380 100644
--- a/spec/services/csv/lettings_log_csv_service_spec.rb
+++ b/spec/services/csv/lettings_log_csv_service_spec.rb
@@ -1,44 +1,10 @@
 require "rails_helper"
 
 RSpec.describe Csv::LettingsLogCsvService do
-  let(:form_handler_mock) { instance_double(FormHandler) }
-  let(:organisation) { create(:organisation) }
-  let(:fixed_time) { Time.zone.local(2023, 6, 26) }
-  let(:log) do
-    create(
-      :lettings_log,
-      :completed,
-      startdate: fixed_time,
-      created_at: fixed_time,
-      updated_at: fixed_time,
-      mrcdate: fixed_time - 1.day,
-      voiddate: fixed_time - 2.days,
-      propcode: "ABCDEFG",
-      tenancycode: "HIJKLMN",
-      postcode_full: "NW9 5LL",
-      ppostcode_full: "TN23 6LZ",
-      created_by: user,
-      managing_organisation: organisation,
-      hhmemb: 4,
-      details_known_3: 1,
-      details_known_4: 0,
-      sex4: "R",
-      ecstat4: 10,
-      relat4: "R",
-      age4_known: 1,
-      incref: 0,
-    )
-  end
-  let(:user) { create(:user, :support, email: "s.port@jeemayle.com") }
-  let(:service) { described_class.new(user:, export_type:) }
-  let(:export_type) { "labels" }
-  let(:csv) { CSV.parse(service.prepare_csv(LettingsLog.where(id: logs.map(&:id)))) }
-  let(:logs) { [log] }
-  let(:headers) { csv.first }
-
   before do
     Timecop.freeze(fixed_time)
     Singleton.__init__(FormHandler)
+    FormHandler.instance.use_real_forms!
     log.irproduct = 1
     log.save!(validate: false)
   end
@@ -47,180 +13,157 @@ RSpec.describe Csv::LettingsLogCsvService do
     Timecop.return
   end
 
-  it "calls the form handler to get all questions in order when initialized" do
-    allow(FormHandler).to receive(:instance).and_return(form_handler_mock)
-    allow(form_handler_mock).to receive(:ordered_lettings_questions_for_all_years).and_return([])
-    service
-    expect(form_handler_mock).to have_received(:ordered_lettings_questions_for_all_years)
-  end
-
-  it "returns a string" do
-    result = service.prepare_csv(LettingsLog.all)
-    expect(result).to be_a String
-  end
-
-  it "returns a csv with headers" do
-    expect(csv.first.first).to eq "id"
-  end
-
-  context "when stubbing :ordered_lettings_questions_for_all_years" do
-    let(:lettings_form) do
-      FormFactory.new(year: 2050, type: "lettings")
-                 .with_sections([build(:section, :with_questions, question_ids:, questions:)])
-                 .build
-    end
-    let(:question_ids) { nil }
-    let(:questions) { nil }
+  context "when downloading a csv" do
+    let(:form_handler_mock) { instance_double(FormHandler) }
+    let(:organisation) { create(:organisation) }
+    let(:fixed_time) { Time.zone.local(2023, 11, 26) }
+    let(:log) do
+      create(
+        :lettings_log,
+        :completed,
+        startdate: fixed_time,
+        created_at: fixed_time,
+        updated_at: fixed_time,
+        mrcdate: fixed_time - 1.day,
+        voiddate: fixed_time - 2.days,
+        propcode: "ABCDEFG",
+        tenancycode: "HIJKLMN",
+        postcode_full: "NW9 5LL",
+        ppostcode_full: "TN23 6LZ",
+        created_by: user,
+        managing_organisation: organisation,
+        hhmemb: 4,
+        details_known_3: 1,
+        details_known_4: 0,
+        sex4: "R",
+        ecstat4: 10,
+        relat4: "R",
+        age4_known: 1,
+        incref: 0,
+      )
+    end
+    let(:user) { create(:user, :support, email: "s.port@jeemayle.com") }
+    let(:service) { described_class.new(user:, export_type:) }
+    let(:export_type) { "labels" }
+    let(:csv) { CSV.parse(service.prepare_csv(LettingsLog.where(id: logs.map(&:id)))) }
+    let(:logs) { [log] }
+    let(:headers) { csv.first }
 
-    before do
+    it "calls the form handler to get all questions in order when initialized" do
       allow(FormHandler).to receive(:instance).and_return(form_handler_mock)
-      allow(form_handler_mock).to receive(:form_name_from_start_year)
-      allow(form_handler_mock).to receive(:get_form).and_return(lettings_form)
-      allow(form_handler_mock).to receive(:ordered_lettings_questions_for_all_years).and_return(lettings_form.questions)
-      allow(form_handler_mock).to receive(:lettings_in_crossover_period?).and_return false
+      allow(form_handler_mock).to receive(:ordered_lettings_questions_for_all_years).and_return([])
+      service
+      expect(form_handler_mock).to have_received(:ordered_lettings_questions_for_all_years)
     end
 
-    context "when it returns questions with particular ids" do
-      let(:question_ids) { %w[prevten startdate brent rent_type] }
-
-      it "includes log attributes related to questions to the headers" do
-        expect(headers).to include(*question_ids.first(3))
-      end
-
-      it "removes some log attributes related to questions from the headers and replaces them with their derived values in the correct order" do
-        expect(headers).not_to include "rent_type"
-        expect(headers).to include(*%w[wrent renttype rent_type_detail])
-      end
+    it "returns a string" do
+      result = service.prepare_csv(LettingsLog.all)
+      expect(result).to be_a String
     end
 
-    context "when it returns checkbox questions" do
-      let(:questions) do
-        [
-          build(:question, id: "condition_effects", type: "checkbox", answer_options: { "illness_type_1" => {}, "illness_type_2" => {}, "illness_type_3" => {} }),
-          build(:question, id: "letting_allocation", type: "checkbox", answer_options: { "cbl" => {}, "cap" => {}, "chr" => {} }),
-        ]
-      end
+    it "returns a csv with headers" do
+      expect(csv.first.first).to eq "id"
+    end
 
-      it "does not add the id of the checkbox question to the headers" do
-        question_ids = questions.map(&:id)
-        expect(headers).not_to include(*question_ids)
+    context "when stubbing :ordered_lettings_questions_for_all_years" do
+      let(:lettings_form) do
+        FormFactory.new(year: 2050, type: "lettings")
+                  .with_sections([build(:section, :with_questions, question_ids:, questions:)])
+                  .build
       end
-
-      it "adds the related log attributes from the answer options to the headers" do
-        log_attributes = questions.flat_map { |q| q.answer_options.keys }
-        expect(headers).to include(*log_attributes)
+      let(:question_ids) { nil }
+      let(:questions) { nil }
+
+      before do
+        allow(FormHandler).to receive(:instance).and_return(form_handler_mock)
+        allow(form_handler_mock).to receive(:form_name_from_start_year)
+        allow(form_handler_mock).to receive(:get_form).and_return(lettings_form)
+        allow(form_handler_mock).to receive(:ordered_lettings_questions_for_all_years).and_return(lettings_form.questions)
+        allow(form_handler_mock).to receive(:lettings_in_crossover_period?).and_return false
       end
-    end
-  end
 
-  it "adds log attributes not related to questions to the headers" do
-    expect(headers.first(5)).to eq %w[id status created_by is_dpo created_at]
-  end
+      context "when it returns questions with particular ids" do
+        let(:question_ids) { %w[prevten startdate brent rent_type] }
 
-  it "adds attributes related to associated schemes and locations to the headers" do
-    expect(headers).to include(*%w[scheme_service_name scheme_sensitive SCHTYPE scheme_registered_under_care_act])
-    expect(headers.last(5)).to eq %w[location_units location_type_of_unit location_mobility_type location_local_authority location_startdate]
-  end
+        it "includes log attributes related to questions to the headers" do
+          expect(headers).to include(*question_ids.first(3))
+        end
 
-  context "when there are many logs" do
-    let(:logs) { create_list(:lettings_log, log_count) }
-    let(:log_count) { 30 }
+        it "removes some log attributes related to questions from the headers and replaces them with their derived values in the correct order" do
+          expect(headers).not_to include "rent_type"
+          expect(headers).to include(*%w[wrent renttype rent_type_detail])
+        end
+      end
 
-    it "creates a CSV with the correct number of logs" do
-      expected_row_count_with_headers = log_count + 1
-      expect(csv.size).to be expected_row_count_with_headers
-    end
-  end
+      context "when it returns checkbox questions" do
+        let(:questions) do
+          [
+            build(:question, id: "condition_effects", type: "checkbox", answer_options: { "illness_type_1" => {}, "illness_type_2" => {}, "illness_type_3" => {} }),
+            build(:question, id: "letting_allocation", type: "checkbox", answer_options: { "cbl" => {}, "cap" => {}, "chr" => {} }),
+          ]
+        end
 
-  context "when exporting with human readable labels" do
-    let(:export_type) { "labels" }
+        it "does not add the id of the checkbox question to the headers" do
+          question_ids = questions.map(&:id)
+          expect(headers).not_to include(*question_ids)
+        end
 
-    it "gives answer to radio questions as labels" do
-      relat2_column_index = csv.first.index("relat2")
-      relat2_value = csv.second[relat2_column_index]
-      expect(relat2_value).to eq "Partner"
+        it "adds the related log attributes from the answer options to the headers" do
+          log_attributes = questions.flat_map { |q| q.answer_options.keys }
+          expect(headers).to include(*log_attributes)
+        end
+      end
     end
 
-    it "gives answers to free input questions as the user input" do
-      age1_column_index = csv.first.index("age1")
-      age1_value = csv.second[age1_column_index]
-      expect(age1_value).to eq 35.to_s
+    it "adds log attributes not related to questions to the headers" do
+      expect(headers.first(5)).to eq %w[id status created_by is_dpo created_at]
     end
 
-    it "exports the code for the local authority under the heading 'la'" do
-      la_column_index = csv.first.index("la")
-      la_value = csv.second[la_column_index]
-      expect(la_value).to eq "E09000003"
+    it "adds attributes related to associated schemes and locations to the headers" do
+      expect(headers).to include(*%w[scheme_service_name scheme_sensitive SCHTYPE scheme_registered_under_care_act])
+      expect(headers.last(5)).to eq %w[location_units location_type_of_unit location_mobility_type location_local_authority location_startdate]
     end
 
-    it "exports the label for the local authority under the heading 'la_label'" do
-      la_label_column_index = csv.first.index("la_label")
-      la_label_value = csv.second[la_label_column_index]
-      expect(la_label_value).to eq "Barnet"
-    end
+    context "when there are many logs" do
+      let(:logs) { create_list(:lettings_log, log_count) }
+      let(:log_count) { 30 }
 
-    it "exports the CSV with all values correct" do
-      expected_content = CSV.read("spec/fixtures/files/lettings_log_csv_export_labels.csv")
-      values_to_delete = %w[id vacdays]
-      values_to_delete.each do |attribute|
-        index = csv.first.index(attribute)
-        csv.second[index] = nil
+      it "creates a CSV with the correct number of logs" do
+        expected_row_count_with_headers = log_count + 1
+        expect(csv.size).to be expected_row_count_with_headers
       end
-      expect(csv).to eq expected_content
     end
-  end
-
-  context "when exporting as codes" do
-    let(:export_type) { "codes" }
 
-    it "gives answer to radio questions as labels" do
-      relat2_column_index = csv.first.index("relat2")
-      relat2_value = csv.second[relat2_column_index]
-      expect(relat2_value).to eq "P"
-    end
-
-    it "gives answers to free input questions as the user input" do
-      age1_column_index = csv.first.index("age1")
-      age1_value = csv.second[age1_column_index]
-      expect(age1_value).to eq 35.to_s
-    end
-
-    it "exports the code for the local authority under the heading 'la'" do
-      la_column_index = csv.first.index("la")
-      la_value = csv.second[la_column_index]
-      expect(la_value).to eq "E09000003"
-    end
-
-    it "exports the label for the local authority under the heading 'la_label'" do
-      la_label_column_index = csv.first.index("la_label")
-      la_label_value = csv.second[la_label_column_index]
-      expect(la_label_value).to eq "Barnet"
-    end
+    context "when exporting with human readable labels" do
+      let(:export_type) { "labels" }
 
-    it "exports the CSV with all values correct" do
-      expected_content = CSV.read("spec/fixtures/files/lettings_log_csv_export_codes.csv")
-      values_to_delete = %w[id vacdays]
-      values_to_delete.each do |attribute|
-        index = csv.first.index(attribute)
-        csv.second[index] = nil
+      it "gives answer to radio questions as labels" do
+        relat2_column_index = csv.first.index("relat2")
+        relat2_value = csv.second[relat2_column_index]
+        expect(relat2_value).to eq "Partner"
       end
-      expect(csv).to eq expected_content
-    end
-  end
 
-  context "when the user is not a support user" do
-    let(:user) { create(:user, email: "choreographer@owtluk.com") }
+      it "gives answers to free input questions as the user input" do
+        age1_column_index = csv.first.index("age1")
+        age1_value = csv.second[age1_column_index]
+        expect(age1_value).to eq 35.to_s
+      end
 
-    it "does not include certain attributes in the headers" do
-      expect(headers).not_to include(*%w[wrent wscharge wpschrge wsupchrg wtcharge])
-    end
+      it "exports the code for the local authority under the heading 'la'" do
+        la_column_index = csv.first.index("la")
+        la_value = csv.second[la_column_index]
+        expect(la_value).to eq "E09000003"
+      end
 
-    context "and exporting with labels" do
-      let(:export_type) { "labels" }
+      it "exports the label for the local authority under the heading 'la_label'" do
+        la_label_column_index = csv.first.index("la_label")
+        la_label_value = csv.second[la_label_column_index]
+        expect(la_label_value).to eq "Barnet"
+      end
 
       it "exports the CSV with all values correct" do
-        expected_content = CSV.read("spec/fixtures/files/lettings_log_csv_export_non_support_labels.csv")
-        values_to_delete = %w[id]
+        expected_content = CSV.read("spec/fixtures/files/lettings_log_csv_export_labels.csv")
+        values_to_delete = %w[id vacdays]
         values_to_delete.each do |attribute|
           index = csv.first.index(attribute)
           csv.second[index] = nil
@@ -229,12 +172,36 @@ RSpec.describe Csv::LettingsLogCsvService do
       end
     end
 
-    context "and exporting values as codes" do
+    context "when exporting as codes" do
       let(:export_type) { "codes" }
 
+      it "gives answer to radio questions as labels" do
+        relat2_column_index = csv.first.index("relat2")
+        relat2_value = csv.second[relat2_column_index]
+        expect(relat2_value).to eq "P"
+      end
+
+      it "gives answers to free input questions as the user input" do
+        age1_column_index = csv.first.index("age1")
+        age1_value = csv.second[age1_column_index]
+        expect(age1_value).to eq 35.to_s
+      end
+
+      it "exports the code for the local authority under the heading 'la'" do
+        la_column_index = csv.first.index("la")
+        la_value = csv.second[la_column_index]
+        expect(la_value).to eq "E09000003"
+      end
+
+      it "exports the label for the local authority under the heading 'la_label'" do
+        la_label_column_index = csv.first.index("la_label")
+        la_label_value = csv.second[la_label_column_index]
+        expect(la_label_value).to eq "Barnet"
+      end
+
       it "exports the CSV with all values correct" do
-        expected_content = CSV.read("spec/fixtures/files/lettings_log_csv_export_non_support_codes.csv")
-        values_to_delete = %w[id]
+        expected_content = CSV.read("spec/fixtures/files/lettings_log_csv_export_codes.csv")
+        values_to_delete = %w[id vacdays]
         values_to_delete.each do |attribute|
           index = csv.first.index(attribute)
           csv.second[index] = nil
@@ -242,5 +209,41 @@ RSpec.describe Csv::LettingsLogCsvService do
         expect(csv).to eq expected_content
       end
     end
+
+    context "when the user is not a support user" do
+      let(:user) { create(:user, email: "choreographer@owtluk.com") }
+
+      it "does not include certain attributes in the headers" do
+        expect(headers).not_to include(*%w[wrent wscharge wpschrge wsupchrg wtcharge])
+      end
+
+      context "and exporting with labels" do
+        let(:export_type) { "labels" }
+
+        it "exports the CSV with all values correct" do
+          expected_content = CSV.read("spec/fixtures/files/lettings_log_csv_export_non_support_labels.csv")
+          values_to_delete = %w[id]
+          values_to_delete.each do |attribute|
+            index = csv.first.index(attribute)
+            csv.second[index] = nil
+          end
+          expect(csv).to eq expected_content
+        end
+      end
+
+      context "and exporting values as codes" do
+        let(:export_type) { "codes" }
+
+        it "exports the CSV with all values correct" do
+          expected_content = CSV.read("spec/fixtures/files/lettings_log_csv_export_non_support_codes.csv")
+          values_to_delete = %w[id]
+          values_to_delete.each do |attribute|
+            index = csv.first.index(attribute)
+            csv.second[index] = nil
+          end
+          expect(csv).to eq expected_content
+        end
+      end
+    end
   end
 end
diff --git a/spec/services/csv/sales_log_csv_service_spec.rb b/spec/services/csv/sales_log_csv_service_spec.rb
index 28ce1dd5c..b776b5245 100644
--- a/spec/services/csv/sales_log_csv_service_spec.rb
+++ b/spec/services/csv/sales_log_csv_service_spec.rb
@@ -3,7 +3,7 @@ require "rails_helper"
 RSpec.describe Csv::SalesLogCsvService do
   let(:form_handler_mock) { instance_double(FormHandler) }
   let(:organisation) { create(:organisation) }
-  let(:fixed_time) { Time.zone.local(2023, 2, 8) }
+  let(:fixed_time) { Time.zone.local(2023, 12, 8) }
   let(:user) { create(:user, email: "billyboy@eyeKLAUD.com") }
   let(:log) do
     create(