diff --git a/.rubocop.yml b/.rubocop.yml
index dfafb9e72..a7f761036 100644
--- a/.rubocop.yml
+++ b/.rubocop.yml
@@ -36,3 +36,5 @@ Style/FormatString:
   EnforcedStyle: sprintf
 Style/FormatStringToken:
   EnforcedStyle: template
+Rails/RedundantPresenceValidationOnBelongsTo:
+  Enabled: false
diff --git a/app/controllers/api/statistics_controller.rb b/app/controllers/api/statistics_controller.rb
index 545572c9f..d657df10a 100644
--- a/app/controllers/api/statistics_controller.rb
+++ b/app/controllers/api/statistics_controller.rb
@@ -1,6 +1,6 @@
 # frozen_string_literal: true
 
-# API Controller for resources of type Space
+# API Controller for various statistical resources (gateway to elasticsearch DB)
 class API::StatisticsController < API::ApiController
   before_action :authenticate_user!
 
@@ -9,49 +9,25 @@ class API::StatisticsController < API::ApiController
     @statistics = StatisticIndex.all
   end
 
-  %w[account event machine project subscription training user space].each do |path|
+  %w[account event machine project subscription training user space order].each do |path|
     class_eval %{
-      def #{path}
-        authorize :statistic, :#{path}?
+      def #{path}                                                       # def account
+        authorize :statistic, :#{path}?                                 #   authorize :statistic, :account
+        render json: Statistics::QueryService.query('#{path}', request) #   render json: Statistics::QueryService.query('account', request)
+      end                                                               # end
 
-        # remove additional parameters
-        statistic_type = request.query_parameters.delete('stat-type')
-        custom_query = request.query_parameters.delete('custom-query')
-        start_date = request.query_parameters.delete('start-date')
-        end_date = request.query_parameters.delete('end-date')
+      def export_#{path}                                                # def export_account
+        authorize :statistic, :export_#{path}?                          # authorize :statistic, :export_account?
 
-        # run main query in elasticSearch
-        query = MultiJson.load(request.body.read)
-        results = Stats::#{path.classify}.search(query, request.query_parameters.symbolize_keys).response
-
-        # run additional custom aggregations, if any
-        CustomAggregationService.new.("#{path}", statistic_type, start_date, end_date, custom_query, results)
-
-        # return result
-        render json: results
-      end
-    }, __FILE__, __LINE__ - 20
-  end
-
-  %w[account event machine project subscription training user space].each do |path|
-    class_eval %{
-      def export_#{path}
-        authorize :statistic, :export_#{path}?
-
-        export = Export.where(category:'statistics', export_type: '#{path}', query: params[:body], key: params[:type_key]).last
-        if export.nil? || !FileTest.exist?(export.file)
-          @export = Export.new(category:'statistics',
-                               export_type: '#{path}',
-                               user: current_user,
-                               query: params[:body],
-                               key: params[:type_key])
+        @export = Statistics::QueryService.export('#{path}', params)    # @export = Statistics::QueryService.export('account', params)
+        if @export.is_a?(Export)
           if @export.save
-            render json: {export_id: @export.id}, status: :ok
+            render json: { export_id: @export.id }, status: :ok
           else
             render json: @export.errors, status: :unprocessable_entity
           end
         else
-          send_file File.join(Rails.root, export.file),
+          send_file @export,
                     type: 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
                     disposition: 'attachment'
         end
@@ -62,16 +38,15 @@ class API::StatisticsController < API::ApiController
   def export_global
     authorize :statistic, :export_global?
 
-    export = Export.where(category: 'statistics', export_type: 'global', query: params[:body]).last
-    if export.nil? || !FileTest.exist?(export.file)
-      @export = Export.new(category: 'statistics', export_type: 'global', user: current_user, query: params[:body])
+    @export = Statistics::QueryService.export(global, params)
+    if @export.is_a?(Export)
       if @export.save
         render json: { export_id: @export.id }, status: :ok
       else
         render json: @export.errors, status: :unprocessable_entity
       end
     else
-      send_file File.join(Rails.root, export.file),
+      send_file @export,
                 type: 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
                 disposition: 'attachment'
     end
diff --git a/app/controllers/api/wallet_controller.rb b/app/controllers/api/wallet_controller.rb
index 75e450e55..159ee0a7e 100644
--- a/app/controllers/api/wallet_controller.rb
+++ b/app/controllers/api/wallet_controller.rb
@@ -18,7 +18,7 @@ class API::WalletController < API::ApiController
   end
 
   def credit
-    return head 422 unless Setting.get('wallet_module')
+    return head :unprocessable_entity unless Setting.get('wallet_module')
 
     @wallet = Wallet.find(credit_params[:id])
     authorize @wallet
@@ -28,7 +28,7 @@ class API::WalletController < API::ApiController
       service.create_avoir(transaction, credit_params[:avoir_date], credit_params[:avoir_description]) if credit_params[:avoir]
       render :show
     else
-      head 422
+      head :unprocessable_entity
     end
   end
 
diff --git a/app/frontend/src/javascript/controllers/home.js b/app/frontend/src/javascript/controllers/home.js
index 8a567b736..fad9c211b 100644
--- a/app/frontend/src/javascript/controllers/home.js
+++ b/app/frontend/src/javascript/controllers/home.js
@@ -106,6 +106,7 @@ Application.Controllers.controller('HomeController', ['$scope', '$transition$',
     const setupWelcomeTour = function () {
       // get the tour defined by the ui-tour directive
       const uitour = uiTourService.getTourByName('welcome');
+      if (!uitour) return;
       // add the steps
       uitour.createStep({
         selector: 'body',
diff --git a/app/models/order.rb b/app/models/order.rb
index 0586aa81d..713e53f42 100644
--- a/app/models/order.rb
+++ b/app/models/order.rb
@@ -7,7 +7,7 @@ class Order < PaymentDocument
   belongs_to :coupon
   belongs_to :invoice
   has_many :order_items, dependent: :destroy
-  has_one :payment_gateway_object, as: :item
+  has_one :payment_gateway_object, as: :item, dependent: :destroy
   has_many :order_activities, dependent: :destroy
 
   ALL_STATES = %w[cart paid payment_failed refunded in_progress ready canceled delivered].freeze
diff --git a/app/models/reservation.rb b/app/models/reservation.rb
index 04aeba681..0bc743eed 100644
--- a/app/models/reservation.rb
+++ b/app/models/reservation.rb
@@ -15,22 +15,23 @@ class Reservation < ApplicationRecord
   accepts_nested_attributes_for :slots_reservations, allow_destroy: true
   belongs_to :reservable, polymorphic: true
 
-  has_many :tickets
+  has_many :tickets, dependent: :destroy
   accepts_nested_attributes_for :tickets, allow_destroy: false
 
   has_many :invoice_items, as: :object, dependent: :destroy
   has_one :payment_schedule_object, as: :object, dependent: :destroy
 
-  validates_presence_of :reservable_id, :reservable_type
+  validates :reservable_id, :reservable_type, presence: true
   validate :machine_not_already_reserved, if: -> { reservable.is_a?(Machine) }
   validate :training_not_fully_reserved, if: -> { reservable.is_a?(Training) }
   validate :slots_not_locked
 
+  after_save :update_event_nb_free_places, if: proc { |reservation| reservation.reservable_type == 'Event' }
   after_commit :notify_member_create_reservation, on: :create
   after_commit :notify_admin_member_create_reservation, on: :create
   after_commit :extend_subscription, on: :create
-  after_save :update_event_nb_free_places, if: proc { |reservation| reservation.reservable_type == 'Event' }
 
+  delegate :user, to: :statistic_profile
 
   # @param canceled    if true, count the number of seats for this reservation, including canceled seats
   def total_booked_seats(canceled: false)
@@ -50,10 +51,6 @@ class Reservation < ApplicationRecord
     total
   end
 
-  def user
-    statistic_profile.user
-  end
-
   def update_event_nb_free_places
     return unless reservable_type == 'Event'
 
@@ -83,11 +80,11 @@ class Reservation < ApplicationRecord
       daily_slots[1..].each do |slot|
         found = false
         result[date].each do |group_start, group_slots|
-          if slot[:start_at] === group_slots.last[:end_at]
-            result[date][group_start].push(slot)
-            found = true
-            break
-          end
+          next unless slot[:start_at] == group_slots.last[:end_at]
+
+          result[date][group_start].push(slot)
+          found = true
+          break
         end
         result[date][slot[:start_at]] = [slot] unless found
       end
diff --git a/app/models/stats/account.rb b/app/models/stats/account.rb
index 85f6f5671..5292e501f 100644
--- a/app/models/stats/account.rb
+++ b/app/models/stats/account.rb
@@ -1,6 +1,7 @@
-module Stats
-  class Account
-    include Elasticsearch::Persistence::Model
-    include StatConcern
-  end
+# frozen_string_literal: true
+
+# This is a statistical data saved in ElasticSearch, about an account creation
+class Stats::Account
+  include Elasticsearch::Persistence::Model
+  include StatConcern
 end
diff --git a/app/models/stats/event.rb b/app/models/stats/event.rb
index 9ad73a6a7..9de4440b2 100644
--- a/app/models/stats/event.rb
+++ b/app/models/stats/event.rb
@@ -1,12 +1,13 @@
-module Stats
-  class Event
-    include Elasticsearch::Persistence::Model
-    include StatConcern
-    include StatReservationConcern
+# frozen_string_literal: true
 
-    attribute :eventId, Integer
-    attribute :eventDate, String
-    attribute :ageRange, String
-    attribute :eventTheme, String
-  end
+# This is a statistical data saved in ElasticSearch, about an event reservation
+class Stats::Event
+  include Elasticsearch::Persistence::Model
+  include StatConcern
+  include StatReservationConcern
+
+  attribute :eventId, Integer
+  attribute :eventDate, String
+  attribute :ageRange, String
+  attribute :eventTheme, String
 end
diff --git a/app/models/stats/order.rb b/app/models/stats/order.rb
new file mode 100644
index 000000000..9e41e1af7
--- /dev/null
+++ b/app/models/stats/order.rb
@@ -0,0 +1,13 @@
+# frozen_string_literal: true
+
+# This is a statistical data saved in ElasticSearch, about a store's order
+class Stats::Order
+  include Elasticsearch::Persistence::Model
+  include StatConcern
+
+  attribute :orderId, Integer
+  attribute :state, String
+  attribute :products, Array
+  attribute :categories, Array
+  attribute :ca, Float
+end
diff --git a/app/models/stats/project.rb b/app/models/stats/project.rb
index d1ecf9fad..d97668a96 100644
--- a/app/models/stats/project.rb
+++ b/app/models/stats/project.rb
@@ -1,14 +1,15 @@
-module Stats
-  class Project
-    include Elasticsearch::Persistence::Model
-    include StatConcern
+# frozen_string_literal: true
 
-    attribute :projectId, Integer
-    attribute :name, String
-    attribute :licence, Hash
-    attribute :themes, Array
-    attribute :components, Array
-    attribute :machines, Array
-    attribute :users, Integer
-  end
+# This is a statistical data saved in ElasticSearch, about a project publication
+class Stats::Project
+  include Elasticsearch::Persistence::Model
+  include StatConcern
+
+  attribute :projectId, Integer
+  attribute :name, String
+  attribute :licence, Hash
+  attribute :themes, Array
+  attribute :components, Array
+  attribute :machines, Array
+  attribute :users, Integer
 end
diff --git a/app/models/stats/space.rb b/app/models/stats/space.rb
index fda08fa18..62b1e6aa7 100644
--- a/app/models/stats/space.rb
+++ b/app/models/stats/space.rb
@@ -1,9 +1,10 @@
-module Stats
-  class Space
-    include Elasticsearch::Persistence::Model
-    include StatConcern
-    include StatReservationConcern
+# frozen_string_literal: true
 
-    attribute :spaceId, Integer
-  end
+# This is a statistical data saved in ElasticSearch, about a space reservation
+class Stats::Space
+  include Elasticsearch::Persistence::Model
+  include StatConcern
+  include StatReservationConcern
+
+  attribute :spaceId, Integer
 end
diff --git a/app/models/stats/subscription.rb b/app/models/stats/subscription.rb
index 7fef5fd2f..2d60429c3 100644
--- a/app/models/stats/subscription.rb
+++ b/app/models/stats/subscription.rb
@@ -1,12 +1,13 @@
-module Stats
-  class Subscription
-    include Elasticsearch::Persistence::Model
-    include StatConcern
+# frozen_string_literal: true
 
-    attribute :ca, Float
-    attribute :planId, Integer
-    attribute :subscriptionId, Integer
-    attribute :invoiceItemId, Integer
-    attribute :groupName, String
-  end
+# This is a statistical data saved in ElasticSearch, about a subscription to a plan
+class Stats::Subscription
+  include Elasticsearch::Persistence::Model
+  include StatConcern
+
+  attribute :ca, Float
+  attribute :planId, Integer
+  attribute :subscriptionId, Integer
+  attribute :invoiceItemId, Integer
+  attribute :groupName, String
 end
diff --git a/app/models/stats/training.rb b/app/models/stats/training.rb
index 79854fecb..3c877e9f8 100644
--- a/app/models/stats/training.rb
+++ b/app/models/stats/training.rb
@@ -1,10 +1,11 @@
-module Stats
-  class Training
-    include Elasticsearch::Persistence::Model
-    include StatConcern
-    include StatReservationConcern
+# frozen_string_literal: true
 
-    attribute :trainingId, Integer
-    attribute :trainingDate, String
-  end
+# This is a statistical data saved in ElasticSearch, about a training reservation
+class Stats::Training
+  include Elasticsearch::Persistence::Model
+  include StatConcern
+  include StatReservationConcern
+
+  attribute :trainingId, Integer
+  attribute :trainingDate, String
 end
diff --git a/app/models/stats/user.rb b/app/models/stats/user.rb
index 0720844d0..55c9a42a8 100644
--- a/app/models/stats/user.rb
+++ b/app/models/stats/user.rb
@@ -1,6 +1,7 @@
-module Stats
-  class User
-    include Elasticsearch::Persistence::Model
-    include StatConcern
-  end
+# frozen_string_literal: true
+
+# This is a statistical data saved in ElasticSearch, about revenue generated per user
+class Stats::User
+  include Elasticsearch::Persistence::Model
+  include StatConcern
 end
diff --git a/app/models/subscription.rb b/app/models/subscription.rb
index 5c0e40dd1..0754fa515 100644
--- a/app/models/subscription.rb
+++ b/app/models/subscription.rb
@@ -8,11 +8,11 @@ class Subscription < ApplicationRecord
   belongs_to :statistic_profile
 
   has_one :payment_schedule_object, as: :object, dependent: :destroy
-  has_one :payment_gateway_object, as: :item
+  has_one :payment_gateway_object, as: :item, dependent: :destroy
   has_many :invoice_items, as: :object, dependent: :destroy
   has_many :offer_days, dependent: :destroy
 
-  validates_presence_of :plan_id
+  validates :plan_id, presence: true
   validates_with SubscriptionGroupValidator
 
   # creation
@@ -21,18 +21,21 @@ class Subscription < ApplicationRecord
   after_save :notify_admin_subscribed_plan
   after_save :notify_partner_subscribed_plan, if: :of_partner_plan?
 
+  delegate :user, to: :statistic_profile
+
   def generate_and_save_invoice(operator_profile_id)
     generate_invoice(operator_profile_id).save
   end
 
   def expire(time)
-    if !expired?
-      update_columns(expiration_date: time, canceled_at: time)
+    if expired?
+      false
+    else
+      # TODO, check if the rubocop:disable directove can be deleted
+      update_columns(expiration_date: time, canceled_at: time) # rubocop:disable Rails/SkipsModelValidations
       notify_admin_subscription_canceled
       notify_member_subscription_canceled
       true
-    else
-      false
     end
   end
 
@@ -47,10 +50,6 @@ class Subscription < ApplicationRecord
     expiration_date
   end
 
-  def user
-    statistic_profile.user
-  end
-
   def original_payment_schedule
     payment_schedule_object&.payment_schedule
   end
diff --git a/app/models/wallet.rb b/app/models/wallet.rb
index 3ff32dffa..e4c76a018 100644
--- a/app/models/wallet.rb
+++ b/app/models/wallet.rb
@@ -11,6 +11,8 @@ class Wallet < ApplicationRecord
 
   validates :invoicing_profile, presence: true
 
+  delegate :user, to: :invoicing_profile
+
   def credit(amount)
     if amount.is_a?(Numeric) && amount >= 0
       self.amount += amount
@@ -26,8 +28,4 @@ class Wallet < ApplicationRecord
     end
     false
   end
-
-  def user
-    invoicing_profile.user
-  end
 end
diff --git a/app/models/wallet_transaction.rb b/app/models/wallet_transaction.rb
index 87311ce6b..e95d08b0a 100644
--- a/app/models/wallet_transaction.rb
+++ b/app/models/wallet_transaction.rb
@@ -8,17 +8,15 @@ class WalletTransaction < ApplicationRecord
   belongs_to :wallet
   belongs_to :reservation
   # what was paid with the wallet
-  has_one :invoice
-  has_one :payment_schedule
+  has_one :invoice, dependent: :nullify
+  has_one :payment_schedule, dependent: :nullify
   # how the wallet was credited
   has_one :invoice_item, as: :object, dependent: :destroy
 
-  validates_inclusion_of :transaction_type, in: %w[credit debit]
+  validates :transaction_type, inclusion: { in: %w[credit debit] }
   validates :invoicing_profile, :wallet, presence: true
 
-  def user
-    invoicing_profile.user
-  end
+  delegate :user, to: :invoicing_profile
 
   def original_invoice
     invoice_item.invoice
diff --git a/app/policies/statistic_policy.rb b/app/policies/statistic_policy.rb
index 47814de04..852786a89 100644
--- a/app/policies/statistic_policy.rb
+++ b/app/policies/statistic_policy.rb
@@ -1,6 +1,9 @@
+# frozen_string_literal: true
+
+# Check the access policies for API::StatisticsController
 class StatisticPolicy < ApplicationPolicy
-  %w(index account event machine project subscription training user space scroll export_subscription export_machine
-     export_training export_event export_account export_project export_space export_global).each do |action|
+  %w[index account event machine project subscription training user space order scroll export_subscription export_machine
+     export_training export_event export_account export_project export_space export_order export_global].each do |action|
     define_method "#{action}?" do
       user.admin?
     end
diff --git a/app/services/export_service.rb b/app/services/export_service.rb
index 1e4bd3ebe..0ffea8daa 100644
--- a/app/services/export_service.rb
+++ b/app/services/export_service.rb
@@ -12,6 +12,8 @@ class ExportService
         last_export_reservations
       when 'users/subscription'
         last_export_subscriptions
+      when %r{statistics/.*}
+        last_export_statistics(type.split('/')[1])
       else
         raise TypeError "unknown export type: #{type}"
       end
@@ -44,5 +46,10 @@ class ExportService
             .where('created_at > ?', last_update)
             .last
     end
+
+    def last_export_statistics(type)
+      Export.where(category: 'statistics', export_type: type, query: params[:body], key: params[:type_key])
+            .last
+    end
   end
 end
diff --git a/app/services/orders/order_service.rb b/app/services/orders/order_service.rb
index 6386ed07d..f1fdf5669 100644
--- a/app/services/orders/order_service.rb
+++ b/app/services/orders/order_service.rb
@@ -42,6 +42,10 @@ class Orders::OrderService
       else
         nil
       end
+
+      # update in elasticsearch (statistics)
+      stat_order = Stats::Order.search(query: { term: { orderId: order.id } })
+      stat_order.map { |s| s.update(state: state) }
     end
 
     def in_stock?(order, stock_type = 'external')
diff --git a/app/services/statistics/builder_service.rb b/app/services/statistics/builder_service.rb
index 53d7a49a5..60fcc57d2 100644
--- a/app/services/statistics/builder_service.rb
+++ b/app/services/statistics/builder_service.rb
@@ -11,6 +11,7 @@ class Statistics::BuilderService
       Statistics::Builders::ReservationsBuilderService.build(options)
       Statistics::Builders::MembersBuilderService.build(options)
       Statistics::Builders::ProjectsBuilderService.build(options)
+      Statistics::Builders::StoreOrdersBuilderService.build(options)
     end
 
     private
diff --git a/app/services/statistics/builders/store_orders_builder_service.rb b/app/services/statistics/builders/store_orders_builder_service.rb
new file mode 100644
index 000000000..640418591
--- /dev/null
+++ b/app/services/statistics/builders/store_orders_builder_service.rb
@@ -0,0 +1,30 @@
+# frozen_string_literal: true
+
+# Generate statistics indicators about store's orders
+class Statistics::Builders::StoreOrdersBuilderService
+  include Statistics::Concerns::HelpersConcern
+  include Statistics::Concerns::StoreOrdersConcern
+
+  class << self
+    def build(options = default_options)
+      states = {
+        'paid-processed': %w[paid in_progress ready delivered],
+        aborted: %w[payment_failed refunded canceled]
+      }
+      # orders list
+      states.each do |sub_type, order_states|
+        Statistics::FetcherService.store_orders_list(order_states, options).each do |o|
+          Stats::Order.create({ date: format_date(o[:date]),
+                                type: 'store',
+                                subType: sub_type,
+                                ca: o[:ca],
+                                products: o[:order_products],
+                                categories: o[:order_categories],
+                                orderId: o[:order_id],
+                                state: o[:order_state],
+                                stat: 1 }.merge(user_info_stat(o)))
+        end
+      end
+    end
+  end
+end
diff --git a/app/services/statistics/cleaner_service.rb b/app/services/statistics/cleaner_service.rb
index 671700869..8ed6b50e1 100644
--- a/app/services/statistics/cleaner_service.rb
+++ b/app/services/statistics/cleaner_service.rb
@@ -7,7 +7,7 @@ class Statistics::CleanerService
   class << self
     def clean_stat(options = default_options)
       client = Elasticsearch::Model.client
-      %w[Account Event Machine Project Subscription Training User Space].each do |o|
+      %w[Account Event Machine Project Subscription Training User Space Order].each do |o|
         model = "Stats::#{o}".constantize
         client.delete_by_query(
           index: model.index_name,
diff --git a/app/services/statistics/concerns/store_orders_concern.rb b/app/services/statistics/concerns/store_orders_concern.rb
new file mode 100644
index 000000000..f5b44b77e
--- /dev/null
+++ b/app/services/statistics/concerns/store_orders_concern.rb
@@ -0,0 +1,32 @@
+# frozen_string_literal: true
+
+# Provides methods to consolidate data from Store Orders to use in statistics
+module Statistics::Concerns::StoreOrdersConcern
+  extend ActiveSupport::Concern
+
+  class_methods do
+    def get_order_products(order)
+      order.order_items.where(orderable_type: 'Product').map do |item|
+        { id: item.orderable_id, name: item.orderable.name }
+      end
+    end
+
+    def get_order_categories(order)
+      order.order_items
+           .where(orderable_type: 'Product')
+           .map(&:orderable)
+           .map(&:product_category)
+           .map { |cat| { id: cat.id, name: cat.name } }
+           .uniq
+    end
+
+    def store_order_info(order)
+      {
+        order_id: order.id,
+        order_state: order.state,
+        order_products: get_order_products(order),
+        order_categories: get_order_categories(order)
+      }
+    end
+  end
+end
diff --git a/app/services/statistics/fetcher_service.rb b/app/services/statistics/fetcher_service.rb
index 0569e9ecc..9838a343b 100644
--- a/app/services/statistics/fetcher_service.rb
+++ b/app/services/statistics/fetcher_service.rb
@@ -6,6 +6,7 @@ class Statistics::FetcherService
   include Statistics::Concerns::HelpersConcern
   include Statistics::Concerns::ComputeConcern
   include Statistics::Concerns::ProjectsConcern
+  include Statistics::Concerns::StoreOrdersConcern
 
   class << self
     def subscriptions_list(options = default_options)
@@ -182,6 +183,22 @@ class Statistics::FetcherService
       result
     end
 
+    def store_orders_list(states, options = default_options)
+      result = []
+      Order.includes(order_items: [:orderable])
+           .joins(:order_items, :order_activities)
+           .where(order_items: { orderable_type: 'Product' })
+           .where(orders: { state: states })
+           .where('order_activities.created_at >= :start_date AND order_activities.created_at <= :end_date', options)
+           .group('orders.id')
+           .each do |o|
+        result.push({ date: o.created_at.to_date, ca: calcul_ca(o.invoice) }
+                      .merge(user_info(o.statistic_profile))
+                      .merge(store_order_info(o)))
+      end
+      result
+    end
+
     private
 
     def add_ca(profile, new_ca, users_list)
diff --git a/app/services/statistics/query_service.rb b/app/services/statistics/query_service.rb
new file mode 100644
index 000000000..9c1580486
--- /dev/null
+++ b/app/services/statistics/query_service.rb
@@ -0,0 +1,37 @@
+# frozen_string_literal: true
+
+# Query the elasticsearch database of statistics and format the result
+class Statistics::QueryService
+  class << self
+    def query(statistic_index, request)
+      # remove additional parameters
+      statistic_type = request.query_parameters.delete('stat-type')
+      custom_query = request.query_parameters.delete('custom-query')
+      start_date = request.query_parameters.delete('start-date')
+      end_date = request.query_parameters.delete('end-date')
+
+      # run main query in elasticSearch
+      query = MultiJson.load(request.body.read)
+      model = "Stats::#{statistic_index}".constantize
+      results = model.search(query, request.query_parameters.symbolize_keys).response
+
+      # run additional custom aggregations, if any
+      CustomAggregationService.new.call(statistic_index, statistic_type, start_date, end_date, custom_query, results)
+
+      results
+    end
+
+    def export(statistic_index, params)
+      export = ExportService.last_export("statistics/#{statistic_index}")
+      if export.nil? || !FileTest.exist?(export.file)
+        Export.new(category: 'statistics',
+                   export_type: statistic_index,
+                   user: current_user,
+                   query: params[:body],
+                   key: params[:type_key])
+      else
+        File.root.join(export.file)
+      end
+    end
+  end
+end
diff --git a/app/services/wallet_service.rb b/app/services/wallet_service.rb
index 570150213..6dc4dbcdd 100644
--- a/app/services/wallet_service.rb
+++ b/app/services/wallet_service.rb
@@ -9,33 +9,33 @@ class WalletService
 
   ## credit an amount to wallet, if credit success then return a wallet transaction and notify to admin
   def credit(amount)
+    transaction = nil
     ActiveRecord::Base.transaction do
-      if @wallet.credit(amount)
+      if @wallet&.credit(amount)
         transaction = WalletTransaction.new(
-          invoicing_profile: @user.invoicing_profile,
+          invoicing_profile: @user&.invoicing_profile,
           wallet: @wallet,
           transaction_type: 'credit',
           amount: amount
         )
-        if transaction.save
-          NotificationCenter.call type: 'notify_user_wallet_is_credited',
-                                  receiver: @wallet.user,
-                                  attached_object: transaction
-          NotificationCenter.call type: 'notify_admin_user_wallet_is_credited',
-                                  receiver: User.admins_and_managers,
-                                  attached_object: transaction
-          transaction
-        end
+        raise ActiveRecord::Rollback unless transaction.save
+
+        NotificationCenter.call type: 'notify_user_wallet_is_credited',
+                                receiver: @wallet&.user,
+                                attached_object: transaction
+        NotificationCenter.call type: 'notify_admin_user_wallet_is_credited',
+                                receiver: User.admins_and_managers,
+                                attached_object: transaction
       end
-      raise ActiveRecord::Rollback
     end
-    false
+    transaction
   end
 
   ## debit an amount to wallet, if debit success then return a wallet transaction
   def debit(amount)
+    transaction = nil
     ActiveRecord::Base.transaction do
-      if @wallet.debit(amount)
+      if @wallet&.debit(amount)
         transaction = WalletTransaction.new(
           invoicing_profile: @user&.invoicing_profile,
           wallet: @wallet,
@@ -43,11 +43,10 @@ class WalletService
           amount: amount
         )
 
-        transaction if transaction.save
+        raise ActiveRecord::Rollback unless transaction.save
       end
-      raise ActiveRecord::Rollback
     end
-    false
+    transaction
   end
 
   ## create a refund invoice associated with the given wallet transaction
diff --git a/config/locales/app.admin.en.yml b/config/locales/app.admin.en.yml
index 37dafd322..c70af01fb 100644
--- a/config/locales/app.admin.en.yml
+++ b/config/locales/app.admin.en.yml
@@ -1258,6 +1258,7 @@ en:
         export_is_running_you_ll_be_notified_when_its_ready: "Export is running. You'll be notified when it's ready."
         create_plans_to_start: "Start by creating new subscription plans."
         click_here: "Click here to create your first one."
+        average_cart: "Average cart:"
       #statistics graphs
       stats_graphs:
         statistics: "Statistics"
diff --git a/config/locales/en.yml b/config/locales/en.yml
index 2ad1f5e96..785bdafa4 100644
--- a/config/locales/en.yml
+++ b/config/locales/en.yml
@@ -430,6 +430,7 @@ en:
     subscriptions: "Subscriptions"
     machines_hours: "Machines slots"
     spaces: "Spaces"
+    orders: "Orders"
     trainings: "Trainings"
     events: "Events"
     registrations: "Registrations"
@@ -453,6 +454,9 @@ en:
     account_creation: "Account creation"
     project_publication: "Project publication"
     duration: "Duration"
+    store: "Boutique"
+    paid-processed: "Paid and/or processed"
+    aborted: "Aborted"
   #statistics exports to the Excel file format
   export:
     entries: "Entries"
diff --git a/config/routes.rb b/config/routes.rb
index b3ed0cbb6..4759349aa 100644
--- a/config/routes.rb
+++ b/config/routes.rb
@@ -283,7 +283,7 @@ Rails.application.routes.draw do
     end
   end
 
-  %w[account event machine project subscription training user space].each do |path|
+  %w[account event machine project subscription training user space order].each do |path|
     post "/stats/#{path}/_search", to: "api/statistics##{path}"
     post "/stats/#{path}/export", to: "api/statistics#export_#{path}"
   end
diff --git a/db/seeds.rb b/db/seeds.rb
index 0234e0a23..a25f979ad 100644
--- a/db/seeds.rb
+++ b/db/seeds.rb
@@ -1027,6 +1027,30 @@ unless StatisticIndex.find_by(es_type_key: 'space')
                         ])
 end
 
+unless StatisticIndex.find_by(es_type_key: 'order')
+  index = StatisticIndex.create!(es_type_key: 'order', label: I18n.t('statistics.orders'))
+  type = StatisticType.create!([
+                                 { statistic_index_id: index.id, key: 'store', label: I18n.t('statistics.store'),
+                                   graph: true, simple: true }
+                               ])
+  StatisticSubType.create!([
+                             { key: 'paid-processed', label: I18n.t('statistics.paid-processed'), statistic_types: [type] },
+                             { key: 'aborted', label: I18n.t('statistics.aborted'), statistic_types: [type] }
+                           ])
+
+  # average cart price for orders
+  average_cart = StatisticCustomAggregation.new(
+    statistic_type_id: type.id,
+    es_index: 'stats',
+    es_type: 'order',
+    field: 'average_cart',
+    query: '{"size":0, "aggregations":{"%{aggs_name}":{"avg":{"field":"ca", ' \
+           '"script":"BigDecimal.valueOf(_value).setScale(1, RoundingMode.HALF_UP)", "missing": 0}}}, ' \
+           '"query":{"bool":{"must":[{"range": {"date":{"gte":"%{start_date}", "lte":"%{end_date}"}}}]}}}'
+  )
+  average_cart.save!
+end
+
 ProfileCustomField.find_or_create_by(label: 'N° SIRET')
 ProfileCustomField.find_or_create_by(label: 'Code NAF')
 ProfileCustomField.find_or_create_by(label: 'N° TVA intracommunautaire')
diff --git a/test/fixtures/assets.yml b/test/fixtures/assets.yml
index c4214fbcf..a9edcdd28 100644
--- a/test/fixtures/assets.yml
+++ b/test/fixtures/assets.yml
@@ -70,3 +70,103 @@ asset_8:
   type: UserAvatar
   created_at: 2018-12-27 14:48:52.141382000 Z
   updated_at: 2018-12-27 14:48:52.141382000 Z
+
+asset_2707:
+  id: 2707
+  viewable_id: 3
+  viewable_type: Product
+  attachment: appset-icon.png
+  type: ProductImage
+  created_at: '2022-09-13 10:05:07.212923'
+  updated_at: '2022-09-27 10:17:51.976313'
+  is_main: true
+asset_2729:
+  id: 2729
+  viewable_id: 16
+  viewable_type: Product
+  attachment: osb.jpeg
+  type: ProductImage
+  created_at: '2022-09-14 13:50:12.588896'
+  updated_at: '2022-09-27 10:13:39.414052'
+  is_main: true
+asset_2727:
+  id: 2727
+  viewable_id: 15
+  viewable_type: Product
+  attachment: cp.jpeg
+  type: ProductImage
+  created_at: '2022-09-14 13:49:08.237136'
+  updated_at: '2022-09-27 10:13:51.282923'
+  is_main: true
+asset_2721:
+  id: 2721
+  viewable_id: 12
+  viewable_type: Product
+  attachment: casqueapointe.jpg
+  type: ProductImage
+  created_at: '2022-09-14 13:42:36.731315'
+  updated_at: '2022-09-27 10:14:23.371827'
+  is_main: true
+asset_2731:
+  id: 2731
+  viewable_id: 17
+  viewable_type: Product
+  attachment: 3plis.jpeg
+  type: ProductImage
+  created_at: '2022-09-14 13:51:12.634244'
+  updated_at: '2022-09-27 10:13:28.657539'
+  is_main: true
+asset_2725:
+  id: 2725
+  viewable_id: 14
+  viewable_type: Product
+  attachment: melamine.jpeg
+  type: ProductImage
+  created_at: '2022-09-14 13:48:05.033284'
+  updated_at: '2022-09-27 10:14:00.569077'
+  is_main: true
+asset_2723:
+  id: 2723
+  viewable_id: 13
+  viewable_type: Product
+  attachment: mdf.jpeg
+  type: ProductImage
+  created_at: '2022-09-14 13:47:18.129274'
+  updated_at: '2022-09-27 10:14:10.137542'
+  is_main: true
+asset_2733:
+  id: 2733
+  viewable_id: 18
+  viewable_type: Product
+  attachment: lamelle-colle.jpeg
+  type: ProductImage
+  created_at: '2022-09-14 13:52:08.666869'
+  updated_at: '2022-09-27 10:13:10.979122'
+  is_main: true
+asset_2719:
+  id: 2719
+  viewable_id: 11
+  viewable_type: Product
+  attachment: bulldozer.png
+  type: ProductImage
+  created_at: '2022-09-14 13:41:16.209363'
+  updated_at: '2022-09-27 10:14:33.153221'
+  is_main: true
+asset_2743:
+  id: 2743
+  viewable_id: 22
+  viewable_type: Product
+  attachment: filament_pla_1_75_bleu.jpeg
+  type: ProductImage
+  created_at: '2022-10-03 14:00:50.082820'
+  updated_at: '2022-10-03 14:00:50.082820'
+  is_main: true
+asset_2744:
+  id: 2744
+  viewable_id: 23
+  viewable_type: Product
+  attachment: filament-pla_blanc.webp
+  type: ProductImage
+  created_at: '2022-10-03 14:01:43.711513'
+  updated_at: '2022-10-03 14:01:43.711513'
+  is_main: true
diff --git a/test/fixtures/invoice_items.yml b/test/fixtures/invoice_items.yml
index 01cb8bcc3..fc5d8f92a 100644
--- a/test/fixtures/invoice_items.yml
+++ b/test/fixtures/invoice_items.yml
@@ -72,3 +72,159 @@ invoice_item_6:
   object_type: Subscription
   object_id: 4
   main: true
+invoice_item_11702:
+  id: 11702
+  invoice_id: 5811
+  amount: 4000
+  created_at: '2022-09-20 15:14:23.015625'
+  updated_at: '2022-09-20 15:14:23.180166'
+  description: Tablette lamellé-collé x 1
+  invoice_item_id:
+  footprint: 1d112a787e89d444f2817b909d7857a3a26fc2a3cd4c4404fb50bec282988a02
+  object_type: OrderItem
+  object_id: 1
+  main: true
+invoice_item_11703:
+  id: 11703
+  invoice_id: 5811
+  amount: 500
+  created_at: '2022-09-20 15:14:23.287522'
+  updated_at: '2022-09-20 15:14:23.289957'
+  description: Panneaux de MDF x 1
+  invoice_item_id:
+  footprint: 67f143564abfeab7cb93988a02987a5a2b04a2632d0f9cfde61fa39c398cd02b
+  object_type: OrderItem
+  object_id: 2
+  main: false
+invoice_item_11704:
+  id: 11704
+  invoice_id: 5812
+  amount: 6000
+  created_at: '2022-09-20 15:14:48.367843'
+  updated_at: '2022-09-20 15:14:48.385139'
+  description: Panneau de contre-plaqué x 4
+  invoice_item_id:
+  footprint: ea51c614632c018f0fae53c2bf8503c71d18c082ae3246155971e19ac2db143a
+  object_type: OrderItem
+  object_id: 3
+  main: true
+invoice_item_11712:
+  id: 11712
+  invoice_id: 5816
+  amount: 119
+  created_at: '2022-10-04 12:36:03.103560'
+  updated_at: '2022-10-04 12:36:03.282529'
+  description: Filament PLA blanc x 1
+  invoice_item_id:
+  footprint: 4c5c8a1d7884502ea7791aeed1701cf3761562855d51ed19396b344c665c308b
+  object_type: OrderItem
+  object_id: 16
+  main: true
+invoice_item_11713:
+  id: 11713
+  invoice_id: 5816
+  amount: 200
+  created_at: '2022-10-04 12:36:03.286776'
+  updated_at: '2022-10-04 12:36:03.290235'
+  description: Filament PLA bleu x 1
+  invoice_item_id:
+  footprint: 12c1a2c7fdb0f4b35d0c24137e6e0bdbbb39fa5c6500aa7837c67f92084d5071
+  object_type: OrderItem
+  object_id: 17
+  main: false
+invoice_item_11714:
+  id: 11714
+  invoice_id: 5817
+  amount: 119
+  created_at: '2022-10-04 13:54:42.977460'
+  updated_at: '2022-10-04 13:54:42.992564'
+  description: Filament PLA blanc x 1
+  invoice_item_id:
+  footprint: cdb07fe1f0b986b9a53b6ec71f91a96e8b8d438592e88fd0041133b2ab46c8ca
+  object_type: OrderItem
+  object_id: 18
+  main: true
+invoice_item_11715:
+  id: 11715
+  invoice_id: 5817
+  amount: 1500
+  created_at: '2022-10-04 13:54:43.021426'
+  updated_at: '2022-10-04 13:54:43.024326'
+  description: Panneau de contre-plaqué x 1
+  invoice_item_id:
+  footprint: 3ac08745b737bc370424ee9f1b68b421000eb98e0f3e65d7395d905d75de05c6
+  object_type: OrderItem
+  object_id: 19
+  main: false
+invoice_item_11716:
+  id: 11716
+  invoice_id: 5818
+  amount: 1000
+  created_at: '2022-10-04 14:04:12.745449'
+  updated_at: '2022-10-04 14:04:12.749266'
+  description: Bulldozer x 1
+  invoice_item_id:
+  footprint: 1f4b6489579d7f045c846b97bc8ed402ec91f6fd7a5c2fa93b74eb7d21c7de39
+  object_type: OrderItem
+  object_id: 20
+  main: true
+invoice_item_11717:
+  id: 11717
+  invoice_id: 5819
+  amount: 2
+  created_at: '2022-10-04 14:17:52.856695'
+  updated_at: '2022-10-04 14:17:52.871262'
+  description: Sticker Hello x 2
+  invoice_item_id:
+  footprint: 0fbecff886d9c2ffc332def13fa2c8869be8a40d2be7a3126a77974bd920c563
+  object_type: OrderItem
+  object_id: 21
+  main: true
+invoice_item_11718:
+  id: 11718
+  invoice_id: 5819
+  amount: 4000
+  created_at: '2022-10-04 14:17:52.875854'
+  updated_at: '2022-10-04 14:17:52.878780'
+  description: Tablette lamellé-collé x 1
+  invoice_item_id:
+  footprint: ad160b9357518b31f63661fe38998b8c1d97fda61bc744876826ae638a8142a0
+  object_type: OrderItem
+  object_id: 22
+  main: false
+invoice_item_11719:
+  id: 11719
+  invoice_id: 5820
+  amount: 12000
+  created_at: '2022-10-04 14:25:37.319701'
+  updated_at: '2022-10-04 14:25:37.322782'
+  description: Tablette lamellé-collé x 3
+  invoice_item_id:
+  footprint: 409a6f0b9f67510038a8b9a407db6d09b97f12d7169d6f6f121eedb2941d1bfc
+  object_type: OrderItem
+  object_id: 11
+  main: true
+invoice_item_11720:
+  id: 11720
+  invoice_id: 5821
+  amount: 12000
+  created_at: '2022-10-04 14:32:28.209257'
+  updated_at: '2022-10-04 14:32:28.226556'
+  description: Tablette lamellé-collé x 3
+  invoice_item_id:
+  footprint: 733610b9c8e33f6a63f497d867d40386c623f12a526814d09d88a96f53741b7b
+  object_type: OrderItem
+  object_id: 23
+  main: true
+invoice_item_11721:
+  id: 11721
+  invoice_id: 5822
+  amount: 3000
+  created_at: '2022-10-04 14:35:40.603969'
+  updated_at: '2022-10-04 14:35:40.608505'
+  description: Panneau de 3 plis mélèze x 1
+  invoice_item_id:
+  footprint: c1ad8c20d080ebc8267ff0d1b668feb8c989c2561be75d311f29f49a03405895
+  object_type: OrderItem
+  object_id: 24
+  main: true
diff --git a/test/fixtures/invoices.yml b/test/fixtures/invoices.yml
index 2fd5ea166..b5d0c3462 100644
--- a/test/fixtures/invoices.yml
+++ b/test/fixtures/invoices.yml
@@ -124,3 +124,183 @@ invoice_6:
   invoicing_profile_id: 8
   operator_profile_id: 1
   statistic_profile_id: 8
+invoice_5811:
+  id: 5811
+  total: 4500
+  created_at: '2022-09-20 15:14:22.873707'
+  updated_at: '2022-09-20 15:14:23.496793'
+  reference: '2209002'
+  payment_method: local
+  avoir_date:
+  invoice_id:
+  type:
+  subscription_to_expire:
+  description:
+  wallet_amount:
+  wallet_transaction_id:
+  coupon_id:
+  footprint: '094590df6330de6a2b5d2ce7230673c7178f2639ca8ceb51ba272795349fff95'
+  environment: development
+  invoicing_profile_id: 3
+  operator_profile_id: 1
+  statistic_profile_id: 3
+invoice_5812:
+  id: 5812
+  total: 6000
+  created_at: '2022-09-20 15:14:48.345927'
+  updated_at: '2022-09-20 15:14:48.409110'
+  reference: '2209004'
+  payment_method: local
+  avoir_date:
+  invoice_id:
+  type:
+  subscription_to_expire:
+  description:
+  wallet_amount:
+  wallet_transaction_id:
+  coupon_id:
+  footprint: ea5cc57a8af956f9a3e66ec1f9bd7fe5fe51e1220955cacb11a3cc99d2e6aa54
+  environment: development
+  invoicing_profile_id: 7
+  operator_profile_id: 1
+  statistic_profile_id: 7
+invoice_5816:
+  id: 5816
+  total: 319
+  created_at: '2022-10-04 12:36:03.060832'
+  updated_at: '2022-10-04 12:36:03.445507'
+  reference: 2210002/VL
+  payment_method: card
+  avoir_date:
+  invoice_id:
+  type:
+  subscription_to_expire:
+  description:
+  wallet_amount:
+  wallet_transaction_id:
+  coupon_id:
+  footprint: ca8879f07cf1bd29500a9df29ce110843fb204ab0da8140bb4c6e8e908a65e0b
+  environment: development
+  invoicing_profile_id: 4
+  operator_profile_id: 4
+  statistic_profile_id: 4
+invoice_5817:
+  id: 5817
+  total: 1296
+  created_at: '2022-10-04 13:54:42.975196'
+  updated_at: '2022-10-04 13:54:43.070098'
+  reference: 2210004/VL
+  payment_method: card
+  avoir_date:
+  invoice_id:
+  type:
+  subscription_to_expire:
+  description:
+  wallet_amount:
+  wallet_transaction_id:
+  coupon_id: 30
+  footprint: 838ae505dfba54f6a69cd341abf8f97fd9370c2acb81e37c6e70d98049d80646
+  environment: development
+  invoicing_profile_id: 4
+  operator_profile_id: 4
+  statistic_profile_id: 4
+invoice_5818:
+  id: 5818
+  total: 1000
+  created_at: '2022-10-04 14:04:12.742685'
+  updated_at: '2022-10-04 14:04:12.774844'
+  reference: 2210006/VL
+  payment_method: card
+  avoir_date:
+  invoice_id:
+  type:
+  subscription_to_expire:
+  description:
+  wallet_amount:
+  wallet_transaction_id:
+  coupon_id:
+  footprint: 93db8c6ded7066a71927b6950cf5a9ea69aff25036df3a5a4259615347f2c8b2
+  environment: development
+  invoicing_profile_id: 4
+  operator_profile_id: 4
+  statistic_profile_id: 4
+invoice_5819:
+  id: 5819
+  total: 4002
+  created_at: '2022-10-04 14:17:52.854636'
+  updated_at: '2022-10-04 14:17:52.898044'
+  reference: 2210008/VL
+  payment_method: card
+  avoir_date:
+  invoice_id:
+  type:
+  subscription_to_expire:
+  description:
+  wallet_amount:
+  wallet_transaction_id:
+  coupon_id:
+  footprint: bfd2f78a99aadd137f3f28fe8258a46ff8afa69b458f0a6f2dce1205fab22784
+  environment: development
+  invoicing_profile_id: 4
+  operator_profile_id: 4
+  statistic_profile_id: 4
+invoice_5820:
+  id: 5820
+  total: 12000
+  created_at: '2022-10-04 14:25:37.291945'
+  updated_at: '2022-10-04 14:25:37.341401'
+  reference: '2210010'
+  payment_method: local
+  avoir_date:
+  invoice_id:
+  type:
+  subscription_to_expire:
+  description:
+  wallet_amount:
+  wallet_transaction_id:
+  coupon_id:
+  footprint: db6a663a25e19229ee93868765e1463ec7bd7856b173c5dd326d70d98369cfc0
+  environment: development
+  invoicing_profile_id: 3
+  operator_profile_id: 1
+  statistic_profile_id: 3
+invoice_5821:
+  id: 5821
+  total: 12000
+  created_at: '2022-10-04 14:32:28.204985'
+  updated_at: '2022-10-04 14:32:28.292591'
+  reference: '2210012'
+  payment_method: local
+  avoir_date:
+  invoice_id:
+  type:
+  subscription_to_expire:
+  description:
+  wallet_amount:
+  wallet_transaction_id:
+  coupon_id:
+  footprint: 3ed9a13e5c7155bc3b186f3215b90345cc5520822728796e7c1c00ad5128ed01
+  environment: development
+  invoicing_profile_id: 2
+  operator_profile_id: 1
+  statistic_profile_id: 2
+invoice_5822:
+  id: 5822
+  total: 3000
+  created_at: '2022-10-04 14:35:40.584472'
+  updated_at: '2022-10-04 14:35:40.637091'
+  reference: '2210014'
+  payment_method: local
+  avoir_date:
+  invoice_id:
+  type:
+  subscription_to_expire:
+  description:
+  wallet_amount:
+  wallet_transaction_id:
+  coupon_id:
+  footprint: 63d069e72b4992244861e9450b0c3ba3b9b30638af972a631b81578091d2925d
+  environment: development
+  invoicing_profile_id: 2
+  operator_profile_id: 1
+  statistic_profile_id: 2
diff --git a/test/fixtures/order_activities.yml b/test/fixtures/order_activities.yml
new file mode 100644
index 000000000..707e9d505
--- /dev/null
+++ b/test/fixtures/order_activities.yml
@@ -0,0 +1,129 @@
+order_activity_1:
+  id: 1
+  order_id: 1
+  operator_profile_id:
+  activity_type: paid
+  note:
+  created_at: '2022-09-20 15:14:22.596166'
+  updated_at: '2022-09-20 15:14:22.596166'
+order_activity_2:
+  id: 2
+  order_id: 2
+  operator_profile_id:
+  activity_type: paid
+  note:
+  created_at: '2022-09-20 15:14:48.328689'
+  updated_at: '2022-09-20 15:14:48.328689'
+order_activity_6:
+  id: 6
+  order_id: 9
+  operator_profile_id:
+  activity_type: paid
+  note:
+  created_at: '2022-10-04 12:36:02.719677'
+  updated_at: '2022-10-04 12:36:02.719677'
+order_activity_7:
+  id: 7
+  order_id: 2
+  operator_profile_id: 2437
+  activity_type: ready
+  note: Merci de venir retirer la commande
+  created_at: '2022-10-04 13:37:49.932146'
+  updated_at: '2022-10-04 13:37:49.932146'
+order_activity_11:
+  id: 11
+  order_id: 9
+  operator_profile_id: 2437
+  activity_type: ready
+  note: ''
+  created_at: '2022-10-04 13:50:30.609274'
+  updated_at: '2022-10-04 13:50:30.609274'
+order_activity_12:
+  id: 12
+  order_id: 10
+  operator_profile_id:
+  activity_type: paid
+  note:
+  created_at: '2022-10-04 13:54:42.749983'
+  updated_at: '2022-10-04 13:54:42.749983'
+order_activity_13:
+  id: 13
+  order_id: 10
+  operator_profile_id: 2437
+  activity_type: ready
+  note: ''
+  created_at: '2022-10-04 13:54:56.790702'
+  updated_at: '2022-10-04 13:54:56.790702'
+order_activity_14:
+  id: 14
+  order_id: 11
+  operator_profile_id:
+  activity_type: paid
+  note:
+  created_at: '2022-10-04 14:04:12.721800'
+  updated_at: '2022-10-04 14:04:12.721800'
+order_activity_15:
+  id: 15
+  order_id: 11
+  operator_profile_id: 2437
+  activity_type: ready
+  note: ''
+  created_at: '2022-10-04 14:04:28.489152'
+  updated_at: '2022-10-04 14:04:28.489152'
+order_activity_16:
+  id: 16
+  order_id: 12
+  operator_profile_id:
+  activity_type: paid
+  note:
+  created_at: '2022-10-04 14:17:52.835587'
+  updated_at: '2022-10-04 14:17:52.835587'
+order_activity_17:
+  id: 17
+  order_id: 12
+  operator_profile_id: 2437
+  activity_type: ready
+  note: "<p>je ne sais pas que te dire <u>mon ami</u></p>"
+  created_at: '2022-10-04 14:22:54.560670'
+  updated_at: '2022-10-04 14:22:54.560670'
+order_activity_18:
+  id: 18
+  order_id: 5
+  operator_profile_id:
+  activity_type: paid
+  note:
+  created_at: '2022-10-04 14:25:37.278540'
+  updated_at: '2022-10-04 14:25:37.278540'
+order_activity_19:
+  id: 19
+  order_id: 14
+  operator_profile_id:
+  activity_type: paid
+  note:
+  created_at: '2022-10-04 14:32:27.965847'
+  updated_at: '2022-10-04 14:32:27.965847'
+order_activity_20:
+  id: 20
+  order_id: 14
+  operator_profile_id: 2437
+  activity_type: ready
+  note: "<p><strong>Lorem ipsum</strong> dolor sit amet</p>"
+  created_at: '2022-10-04 14:33:17.067080'
+  updated_at: '2022-10-04 14:33:17.067080'
+order_activity_21:
+  id: 21
+  order_id: 15
+  operator_profile_id:
+  activity_type: paid
+  note:
+  created_at: <%= DateTime.current.utc.change({:hour => 10}).strftime('%Y-%m-%d %H:%M:%S.%9N Z') %>
+  updated_at: <%= DateTime.current.utc.change({:hour => 10}).strftime('%Y-%m-%d %H:%M:%S.%9N Z') %>
+order_activity_22:
+  id: 22
+  order_id: 15
+  operator_profile_id: 2437
+  activity_type: ready
+  note: "<p>Votre <em>commande</em> est prête, merci de venir la récupérer <strong>jeudi</strong>
+    <u>après 14 h</u>.</p>"
+  created_at: <%= DateTime.current.utc.change({:hour => 15}).strftime('%Y-%m-%d %H:%M:%S.%9N Z') %>
+  updated_at: <%= DateTime.current.utc.change({:hour => 15}).strftime('%Y-%m-%d %H:%M:%S.%9N Z') %>
diff --git a/test/fixtures/order_items.yml b/test/fixtures/order_items.yml
new file mode 100644
index 000000000..4ce80a210
--- /dev/null
+++ b/test/fixtures/order_items.yml
@@ -0,0 +1,130 @@
+order_item_1:
+  id: 1
+  order_id: 1
+  orderable_type: Product
+  orderable_id: 18
+  amount: 4000
+  quantity: 1
+  is_offered:
+  created_at: '2022-09-20 15:14:05.605885'
+  updated_at: '2022-09-20 15:14:05.605885'
+order_item_2:
+  id: 2
+  order_id: 1
+  orderable_type: Product
+  orderable_id: 13
+  amount: 500
+  quantity: 1
+  is_offered:
+  created_at: '2022-09-20 15:14:09.022448'
+  updated_at: '2022-09-20 15:14:09.022448'
+order_item_3:
+  id: 3
+  order_id: 2
+  orderable_type: Product
+  orderable_id: 15
+  amount: 1500
+  quantity: 4
+  is_offered:
+  created_at: '2022-09-20 15:14:34.899658'
+  updated_at: '2022-09-20 15:14:34.899658'
+order_item_11:
+  id: 11
+  order_id: 5
+  orderable_type: Product
+  orderable_id: 18
+  amount: 4000
+  quantity: 3
+  is_offered:
+  created_at: '2022-09-28 08:31:30.377083'
+  updated_at: '2022-10-04 08:34:25.130457'
+order_item_16:
+  id: 16
+  order_id: 9
+  orderable_type: Product
+  orderable_id: 23
+  amount: 119
+  quantity: 1
+  is_offered:
+  created_at: '2022-10-04 12:35:39.730968'
+  updated_at: '2022-10-04 12:35:39.730968'
+order_item_17:
+  id: 17
+  order_id: 9
+  orderable_type: Product
+  orderable_id: 22
+  amount: 200
+  quantity: 1
+  is_offered:
+  created_at: '2022-10-04 12:35:40.562076'
+  updated_at: '2022-10-04 12:35:40.562076'
+order_item_18:
+  id: 18
+  order_id: 10
+  orderable_type: Product
+  orderable_id: 23
+  amount: 119
+  quantity: 1
+  is_offered:
+  created_at: '2022-10-04 13:54:19.042858'
+  updated_at: '2022-10-04 13:54:19.042858'
+order_item_19:
+  id: 19
+  order_id: 10
+  orderable_type: Product
+  orderable_id: 15
+  amount: 1500
+  quantity: 1
+  is_offered:
+  created_at: '2022-10-04 13:54:22.649153'
+  updated_at: '2022-10-04 13:54:22.649153'
+order_item_20:
+  id: 20
+  order_id: 11
+  orderable_type: Product
+  orderable_id: 11
+  amount: 1000
+  quantity: 1
+  is_offered:
+  created_at: '2022-10-04 14:03:59.721736'
+  updated_at: '2022-10-04 14:03:59.721736'
+order_item_21:
+  id: 21
+  order_id: 12
+  orderable_type: Product
+  orderable_id: 20
+  amount: 1
+  quantity: 2
+  is_offered:
+  created_at: '2022-10-04 14:05:23.583721'
+  updated_at: '2022-10-04 14:17:41.866526'
+order_item_22:
+  id: 22
+  order_id: 12
+  orderable_type: Product
+  orderable_id: 18
+  amount: 4000
+  quantity: 1
+  is_offered:
+  created_at: '2022-10-04 14:17:33.257776'
+  updated_at: '2022-10-04 14:17:33.257776'
+order_item_23:
+  id: 23
+  order_id: 14
+  orderable_type: Product
+  orderable_id: 18
+  amount: 4000
+  quantity: 3
+  is_offered:
+  created_at: '2022-10-04 14:31:51.106853'
+  updated_at: '2022-10-04 14:31:54.194063'
+order_item_24:
+  id: 24
+  order_id: 15
+  orderable_type: Product
+  orderable_id: 17
+  amount: 3000
+  quantity: 1
+  is_offered:
+  created_at: <%= DateTime.current.utc.change({:hour => 10}).strftime('%Y-%m-%d %H:%M:%S.%9N Z') %>
+  updated_at: <%= DateTime.current.utc.change({:hour => 10}).strftime('%Y-%m-%d %H:%M:%S.%9N Z') %>
diff --git a/test/fixtures/orders.yml b/test/fixtures/orders.yml
new file mode 100644
index 000000000..2802e9dec
--- /dev/null
+++ b/test/fixtures/orders.yml
@@ -0,0 +1,162 @@
+order_1:
+  id: 1
+  statistic_profile_id: 3
+  operator_profile_id: 1
+  token: 3R9wtsPjyYMHKqy-I2V5Cg1661868752184
+  reference:
+  state: paid
+  total: 4500
+  created_at: '2022-08-30 14:12:32.213832'
+  updated_at: '2022-09-20 15:14:23.501369'
+  wallet_amount:
+  wallet_transaction_id:
+  payment_method: local
+  footprint:
+  environment: test
+  coupon_id:
+  paid_total: 4500
+  invoice_id: 5811
+order_2:
+  id: 2
+  statistic_profile_id: 7
+  operator_profile_id: 1
+  token: TDKq6p4f3WgDRMIvplEqpg1663686863871
+  reference: '005877-09-22'
+  state: ready
+  total: 6000
+  created_at: '2022-09-20 15:14:23.887098'
+  updated_at: '2022-10-04 13:37:49.935380'
+  wallet_amount:
+  wallet_transaction_id:
+  payment_method: local
+  footprint:
+  environment: test
+  coupon_id:
+  paid_total: 6000
+  invoice_id: 5812
+order_5:
+  id: 5
+  statistic_profile_id: 3
+  operator_profile_id: 1
+  token: UbTOaTePhajDJPPH42e3yw1664353619348
+  reference: '005882-09-22'
+  state: paid
+  total: 12000
+  created_at: '2022-09-28 08:26:59.368029'
+  updated_at: '2022-10-04 14:25:37.345897'
+  wallet_amount:
+  wallet_transaction_id:
+  payment_method: local
+  footprint:
+  environment: test
+  coupon_id:
+  paid_total: 12000
+  invoice_id: 5820
+order_9:
+  id: 9
+  statistic_profile_id: 4
+  operator_profile_id: 4
+  token: 8jOZwd2vkE86x26cg167iQ1664886886040
+  reference: '005888-10-22'
+  state: ready
+  total: 319
+  created_at: '2022-10-04 12:34:46.054976'
+  updated_at: '2022-10-04 13:50:30.611456'
+  wallet_amount:
+  wallet_transaction_id:
+  payment_method: card
+  footprint:
+  environment: test
+  coupon_id:
+  paid_total: 319
+  invoice_id: 5816
+order_10:
+  id: 10
+  statistic_profile_id: 4
+  operator_profile_id: 4
+  token: ryrsm4yj21DTJv1qIgMuGA1664886964105
+  reference: '005890-10-22'
+  state: ready
+  total: 1619
+  created_at: '2022-10-04 12:36:04.117389'
+  updated_at: '2022-10-04 13:54:56.792550'
+  wallet_amount:
+  wallet_transaction_id:
+  payment_method: card
+  footprint:
+  environment: test
+  coupon_id: 30
+  paid_total: 1296
+  invoice_id: 5817
+order_11:
+  id: 11
+  statistic_profile_id: 4
+  operator_profile_id: 4
+  token: ogvv31XzLE0zFLc_c8k4Sw1664891683573
+  reference: '005892-10-22'
+  state: ready
+  total: 1000
+  created_at: '2022-10-04 13:54:43.617309'
+  updated_at: '2022-10-04 14:04:28.490690'
+  wallet_amount:
+  wallet_transaction_id:
+  payment_method: card
+  footprint:
+  environment: test
+  coupon_id:
+  paid_total: 1000
+  invoice_id: 5818
+order_12:
+  id: 12
+  statistic_profile_id: 4
+  operator_profile_id: 4
+  token: ttG9U892Bu0gbu8OnJkwTw1664892253183
+  reference: '005894-10-22'
+  state: ready
+  total: 4002
+  created_at: '2022-10-04 14:04:13.206078'
+  updated_at: '2022-10-04 14:22:54.562186'
+  wallet_amount:
+  wallet_transaction_id:
+  payment_method: card
+  footprint:
+  environment: test
+  coupon_id:
+  paid_total: 4002
+  invoice_id: 5819
+order_14:
+  id: 14
+  statistic_profile_id: 2
+  operator_profile_id: 1
+  token: QsDdf_8YHL6mxUSMno-deg1664893537749
+  reference: '005898-10-22'
+  state: ready
+  total: 12000
+  created_at: '2022-10-04 14:25:37.773536'
+  updated_at: '2022-10-04 14:33:17.068764'
+  wallet_amount:
+  wallet_transaction_id:
+  payment_method: local
+  footprint:
+  environment: test
+  coupon_id:
+  paid_total: 12000
+  invoice_id: 5821
+order_15:
+  id: 15
+  statistic_profile_id: 2
+  operator_profile_id: 1
+  token: JOLm4fAZjFSkmWzAX3KObw1664893948693
+  reference: '005900-10-22'
+  state: ready
+  total: 3000
+  created_at: <%= DateTime.current.utc.change({:hour => 10}).strftime('%Y-%m-%d %H:%M:%S.%9N Z') %>
+  updated_at: <%= DateTime.current.utc.change({:hour => 15}).strftime('%Y-%m-%d %H:%M:%S.%9N Z') %>
+  wallet_amount:
+  wallet_transaction_id:
+  payment_method: local
+  footprint:
+  environment: test
+  coupon_id:
+  paid_total: 3000
+  invoice_id: 5822
diff --git a/test/fixtures/product_categories.yml b/test/fixtures/product_categories.yml
new file mode 100644
index 000000000..8f58007f6
--- /dev/null
+++ b/test/fixtures/product_categories.yml
@@ -0,0 +1,49 @@
+product_category_1:
+  id: 1
+  name: Consommables
+  slug: consommables
+  parent_id:
+  position: 0
+  created_at: '2022-08-23 07:55:35.573968'
+  updated_at: '2022-08-23 07:55:35.573968'
+product_category_2:
+  id: 2
+  name: Fournitures
+  slug: fournitures
+  parent_id:
+  position: 1
+  created_at: '2022-08-23 07:55:49.380035'
+  updated_at: '2022-10-05 11:42:52.965226'
+product_category_3:
+  id: 3
+  name: Filament imprimante 3D
+  slug: filament-imprimante-3d
+  parent_id: 1
+  position: 0
+  created_at: '2022-08-23 07:56:05.254962'
+  updated_at: '2022-08-23 07:56:05.254962'
+product_category_4:
+  id: 4
+  name: Objets créés au fablab
+  slug: objets-crees-au-fablab
+  parent_id:
+  position: 2
+  created_at: '2022-09-14 13:39:03.170717'
+  updated_at: '2022-10-05 11:42:52.965226'
+product_category_5:
+  id: 5
+  name: Bois
+  slug: bois
+  parent_id: 1
+  position: 1
+  created_at: '2022-09-14 14:57:58.136610'
+  updated_at: '2022-09-14 14:57:58.136610'
+product_category_6:
+  id: 6
+  name: Stickers
+  slug: stickers
+  parent_id: 4
+  position: 0
+  created_at: '2022-09-28 08:12:35.823487'
+  updated_at: '2022-09-28 08:12:35.823487'
+
diff --git a/test/fixtures/product_stock_movements.yml b/test/fixtures/product_stock_movements.yml
new file mode 100644
index 000000000..2a3b7fc9a
--- /dev/null
+++ b/test/fixtures/product_stock_movements.yml
@@ -0,0 +1,275 @@
+product_stock_movement_26:
+  id: 26
+  product_id: 3
+  quantity: 1
+  reason: inward_stock
+  stock_type: internal
+  remaining_stock: 1
+  date: '2022-09-13 12:52:52.656974'
+  created_at: '2022-09-13 12:52:52.669247'
+  updated_at: '2022-09-13 12:52:52.669247'
+  order_item_id:
+product_stock_movement_33:
+  id: 33
+  product_id: 11
+  quantity: 10
+  reason: inward_stock
+  stock_type: external
+  remaining_stock: 10
+  date: '2022-09-14 13:41:16.204940'
+  created_at: '2022-09-14 13:41:16.212290'
+  updated_at: '2022-09-14 13:41:16.212290'
+  order_item_id:
+product_stock_movement_34:
+  id: 34
+  product_id: 12
+  quantity: 1
+  reason: returned
+  stock_type: internal
+  remaining_stock: 1
+  date: '2022-09-14 13:42:53.702489'
+  created_at: '2022-09-14 13:42:53.706634'
+  updated_at: '2022-09-14 13:42:53.706634'
+  order_item_id:
+product_stock_movement_35:
+  id: 35
+  product_id: 13
+  quantity: 1000
+  reason: inward_stock
+  stock_type: external
+  remaining_stock: 1000
+  date: '2022-09-14 13:47:18.120615'
+  created_at: '2022-09-14 13:47:18.131919'
+  updated_at: '2022-09-14 13:47:18.131919'
+  order_item_id:
+product_stock_movement_36:
+  id: 36
+  product_id: 14
+  quantity: 800
+  reason: inward_stock
+  stock_type: external
+  remaining_stock: 800
+  date: '2022-09-14 13:48:05.025884'
+  created_at: '2022-09-14 13:48:05.035926'
+  updated_at: '2022-09-14 13:48:05.035926'
+  order_item_id:
+product_stock_movement_37:
+  id: 37
+  product_id: 15
+  quantity: 600
+  reason: inward_stock
+  stock_type: external
+  remaining_stock: 600
+  date: '2022-09-14 13:49:08.203980'
+  created_at: '2022-09-14 13:49:08.240896'
+  updated_at: '2022-09-14 13:49:08.240896'
+  order_item_id:
+product_stock_movement_38:
+  id: 38
+  product_id: 16
+  quantity: 100
+  reason: inward_stock
+  stock_type: external
+  remaining_stock: 100
+  date: '2022-09-14 13:50:12.581463'
+  created_at: '2022-09-14 13:50:12.591335'
+  updated_at: '2022-09-14 13:50:12.591335'
+  order_item_id:
+product_stock_movement_39:
+  id: 39
+  product_id: 17
+  quantity: 100
+  reason: inward_stock
+  stock_type: external
+  remaining_stock: 100
+  date: '2022-09-14 13:51:12.627746'
+  created_at: '2022-09-14 13:51:12.636692'
+  updated_at: '2022-09-14 13:51:12.636692'
+  order_item_id:
+product_stock_movement_40:
+  id: 40
+  product_id: 18
+  quantity: 20
+  reason: inward_stock
+  stock_type: external
+  remaining_stock: 20
+  date: '2022-09-14 13:52:08.655537'
+  created_at: '2022-09-14 13:52:08.672419'
+  updated_at: '2022-09-14 13:52:08.672419'
+  order_item_id:
+product_stock_movement_41:
+  id: 41
+  product_id: 18
+  quantity: -1
+  reason: sold
+  stock_type: external
+  remaining_stock: 19
+  date: '2022-09-20 15:14:22.629666'
+  created_at: '2022-09-20 15:14:22.651877'
+  updated_at: '2022-09-20 15:14:22.651877'
+  order_item_id: 1
+product_stock_movement_42:
+  id: 42
+  product_id: 13
+  quantity: -1
+  reason: sold
+  stock_type: external
+  remaining_stock: 999
+  date: '2022-09-20 15:14:22.688402'
+  created_at: '2022-09-20 15:14:22.692461'
+  updated_at: '2022-09-20 15:14:22.692461'
+  order_item_id: 2
+product_stock_movement_43:
+  id: 43
+  product_id: 15
+  quantity: -4
+  reason: sold
+  stock_type: external
+  remaining_stock: 596
+  date: '2022-09-20 15:14:48.330513'
+  created_at: '2022-09-20 15:14:48.334360'
+  updated_at: '2022-09-20 15:14:48.334360'
+  order_item_id: 3
+product_stock_movement_56:
+  id: 56
+  product_id: 22
+  quantity: 1000
+  reason: inward_stock
+  stock_type: external
+  remaining_stock: 1000
+  date: '2022-10-03 14:00:49.950506'
+  created_at: '2022-10-03 14:00:50.107429'
+  updated_at: '2022-10-03 14:00:50.107429'
+  order_item_id:
+product_stock_movement_57:
+  id: 57
+  product_id: 22
+  quantity: 1000
+  reason: inward_stock
+  stock_type: internal
+  remaining_stock: 1000
+  date: '2022-10-03 14:00:49.950569'
+  created_at: '2022-10-03 14:00:50.136314'
+  updated_at: '2022-10-03 14:00:50.136314'
+  order_item_id:
+product_stock_movement_58:
+  id: 58
+  product_id: 23
+  quantity: 1000
+  reason: inward_stock
+  stock_type: internal
+  remaining_stock: 1000
+  date: '2022-10-03 14:02:00.518281'
+  created_at: '2022-10-03 14:02:00.524640'
+  updated_at: '2022-10-03 14:02:00.524640'
+  order_item_id:
+product_stock_movement_59:
+  id: 59
+  product_id: 23
+  quantity: 1000
+  reason: inward_stock
+  stock_type: external
+  remaining_stock: 1000
+  date: '2022-10-03 14:02:00.518337'
+  created_at: '2022-10-03 14:02:00.526611'
+  updated_at: '2022-10-03 14:02:00.526611'
+  order_item_id:
+product_stock_movement_61:
+  id: 61
+  product_id: 23
+  quantity: -1
+  reason: sold
+  stock_type: external
+  remaining_stock: 999
+  date: '2022-10-04 12:36:02.765304'
+  created_at: '2022-10-04 12:36:02.788575'
+  updated_at: '2022-10-04 12:36:02.788575'
+  order_item_id: 16
+product_stock_movement_62:
+  id: 62
+  product_id: 22
+  quantity: -1
+  reason: sold
+  stock_type: external
+  remaining_stock: 999
+  date: '2022-10-04 12:36:02.827107'
+  created_at: '2022-10-04 12:36:02.832197'
+  updated_at: '2022-10-04 12:36:02.832197'
+  order_item_id: 17
+product_stock_movement_63:
+  id: 63
+  product_id: 23
+  quantity: -1
+  reason: sold
+  stock_type: external
+  remaining_stock: 998
+  date: '2022-10-04 13:54:42.768616'
+  created_at: '2022-10-04 13:54:42.783563'
+  updated_at: '2022-10-04 13:54:42.783563'
+  order_item_id: 18
+product_stock_movement_64:
+  id: 64
+  product_id: 15
+  quantity: -1
+  reason: sold
+  stock_type: external
+  remaining_stock: 595
+  date: '2022-10-04 13:54:42.785294'
+  created_at: '2022-10-04 13:54:42.788610'
+  updated_at: '2022-10-04 13:54:42.788610'
+  order_item_id: 19
+product_stock_movement_65:
+  id: 65
+  product_id: 11
+  quantity: -1
+  reason: sold
+  stock_type: external
+  remaining_stock: 9
+  date: '2022-10-04 14:04:12.723429'
+  created_at: '2022-10-04 14:04:12.729897'
+  updated_at: '2022-10-04 14:04:12.729897'
+  order_item_id: 20
+product_stock_movement_67:
+  id: 67
+  product_id: 18
+  quantity: -1
+  reason: sold
+  stock_type: external
+  remaining_stock: 18
+  date: '2022-10-04 14:17:52.842942'
+  created_at: '2022-10-04 14:17:52.846168'
+  updated_at: '2022-10-04 14:17:52.846168'
+  order_item_id: 22
+product_stock_movement_68:
+  id: 68
+  product_id: 18
+  quantity: -3
+  reason: sold
+  stock_type: external
+  remaining_stock: 15
+  date: '2022-10-04 14:25:37.280032'
+  created_at: '2022-10-04 14:25:37.283491'
+  updated_at: '2022-10-04 14:25:37.283491'
+  order_item_id: 11
+product_stock_movement_69:
+  id: 69
+  product_id: 18
+  quantity: -3
+  reason: sold
+  stock_type: external
+  remaining_stock: 12
+  date: '2022-10-04 14:32:28.002830'
+  created_at: '2022-10-04 14:32:28.023296'
+  updated_at: '2022-10-04 14:32:28.023296'
+  order_item_id: 23
+product_stock_movement_70:
+  id: 70
+  product_id: 17
+  quantity: -1
+  reason: sold
+  stock_type: external
+  remaining_stock: 99
+  date: '2022-10-04 14:35:40.556113'
+  created_at: '2022-10-04 14:35:40.560251'
+  updated_at: '2022-10-04 14:35:40.560251'
+  order_item_id: 24
diff --git a/test/fixtures/products.yml b/test/fixtures/products.yml
new file mode 100644
index 000000000..45da0d542
--- /dev/null
+++ b/test/fixtures/products.yml
@@ -0,0 +1,182 @@
+product_3:
+  id: 3
+  name: Caisse en bois
+  slug: caisse-en-bois
+  sku: '1694813216840'
+  description: "<p>C'est un superbe caisse en bois massif</p>"
+  is_active: true
+  product_category_id: 4
+  amount: 52300
+  quantity_min: 10
+  stock: '{"external": 0, "internal": 1}'
+  low_stock_alert: true
+  low_stock_threshold: 10
+  created_at: '2022-09-13 10:05:07.010322'
+  updated_at: '2022-09-14 13:39:55.309956'
+product_11:
+  id: 11
+  name: Bulldozer
+  slug: bulldozer
+  sku: '816516515'
+  description: "<p>Jouet pour enfants</p>"
+  is_active: true
+  product_category_id: 4
+  amount: 1000
+  quantity_min: 1
+  stock: '{"external": 9, "internal": 0}'
+  low_stock_alert: false
+  low_stock_threshold:
+  created_at: '2022-09-14 13:41:16.207154'
+  updated_at: '2022-10-04 14:04:12.727452'
+product_12:
+  id: 12
+  name: Casque à pointe
+  slug: casque-a-pointe
+  sku: '10210706'
+  description: "<p>Authentique casque à pointe allemand de la 1ère guerre mondiale</p>"
+  is_active: true
+  product_category_id: 4
+  amount: 142300
+  quantity_min: 1
+  stock: '{"external": 0, "internal": 1}'
+  low_stock_alert: false
+  low_stock_threshold:
+  created_at: '2022-09-14 13:42:36.729625'
+  updated_at: '2022-09-14 13:42:53.704455'
+product_13:
+  id: 13
+  name: Panneaux de MDF
+  slug: panneaux-de-mdf
+  sku: 3-8612
+  description: ''
+  is_active: true
+  product_category_id: 5
+  amount: 500
+  quantity_min: 1
+  stock: '{"external": 999, "internal": 0}'
+  low_stock_alert: false
+  low_stock_threshold:
+  created_at: '2022-09-14 13:47:18.123531'
+  updated_at: '2022-09-20 15:14:22.690742'
+product_14:
+  id: 14
+  name: Panneau de mélaminé
+  slug: panneau-de-melamine
+  sku: 12-4512
+  description: ''
+  is_active: true
+  product_category_id: 5
+  amount: 1000
+  quantity_min: 1
+  stock: '{"external": 800, "internal": 0}'
+  low_stock_alert: false
+  low_stock_threshold:
+  created_at: '2022-09-14 13:48:05.028266'
+  updated_at: '2022-09-14 14:58:28.577253'
+product_15:
+  id: 15
+  name: Panneau de contre-plaqué
+  slug: panneau-de-contre-plaque
+  sku: 12-4613
+  description: ''
+  is_active: true
+  product_category_id: 5
+  amount: 1500
+  quantity_min: 1
+  stock: '{"external": 595, "internal": 0}'
+  low_stock_alert: false
+  low_stock_threshold:
+  created_at: '2022-09-14 13:49:08.233064'
+  updated_at: '2022-10-04 13:54:42.787290'
+product_16:
+  id: 16
+  name: Panneau d'OSB
+  slug: panneau-osb
+  sku: 14-14488
+  description: ''
+  is_active: true
+  product_category_id: 5
+  amount: 1300
+  quantity_min: 1
+  stock: '{"external": 100, "internal": 0}'
+  low_stock_alert: false
+  low_stock_threshold:
+  created_at: '2022-09-14 13:50:12.584041'
+  updated_at: '2022-09-14 14:58:38.374112'
+product_17:
+  id: 17
+  name: Panneau de 3 plis mélèze
+  slug: panneau-de-3-plis-meleze
+  sku: 14-47887
+  description: ''
+  is_active: true
+  product_category_id: 5
+  amount: 3000
+  quantity_min: 1
+  stock: '{"external": 99, "internal": 0}'
+  low_stock_alert: false
+  low_stock_threshold:
+  created_at: '2022-09-14 13:51:12.630109'
+  updated_at: '2022-10-04 14:35:40.558485'
+product_18:
+  id: 18
+  name: Tablette lamellé-collé
+  slug: tablette-lamelle-colle
+  sku: 14-879895
+  description: ''
+  is_active: true
+  product_category_id: 5
+  amount: 4000
+  quantity_min: 1
+  stock: '{"external": 12, "internal": 0}'
+  low_stock_alert: false
+  low_stock_threshold:
+  created_at: '2022-09-14 13:52:08.659248'
+  updated_at: '2022-10-04 14:32:28.021046'
+product_20:
+  id: 20
+  name: Sticker Hello
+  slug: sticker-hello
+  sku: 63-44801
+  description: <p>un joli sticker en forme de  <a target="_blank" rel="noopener noreferrer nofollow"
+    href="https://www.example.com/hello">smiley</a> qui dit bonjour</p>
+  is_active: true
+  product_category_id: 6
+  amount: 1
+  quantity_min: 1
+  stock: '{"external": 15, "internal": 0}'
+  low_stock_alert: false
+  low_stock_threshold:
+  created_at: '2022-09-28 08:16:32.348880'
+  updated_at: '2022-10-04 14:17:52.839249'
+product_22:
+  id: 22
+  name: Filament PLA bleu
+  slug: filament-pla-bleu
+  sku: 984-777
+  description: <p><a target="_blank" rel="noopener noreferrer nofollow" href="https://www.filimprimante3d.fr/content/80-le-pla-c-est-quoi-comment-choisir-son-filament-pla">Filament
+    PLA</a> 1,75 mm de couleur bleue</p>
+  is_active: true
+  product_category_id: 3
+  amount: 200
+  quantity_min: 1
+  stock: '{"external": 999, "internal": 1000}'
+  low_stock_alert: false
+  low_stock_threshold:
+  created_at: '2022-10-03 14:00:49.967342'
+  updated_at: '2022-10-04 12:36:02.830248'
+product_23:
+  id: 23
+  name: Filament PLA blanc
+  slug: filament-pla-blanc
+  sku: 178-774
+  description: "<p>Filament PLA 1,75 mm blanc</p>"
+  is_active: true
+  product_category_id: 3
+  amount: 119
+  quantity_min: 1
+  stock: '{"external": 998, "internal": 1000}'
+  low_stock_alert: false
+  low_stock_threshold:
+  created_at: '2022-10-03 14:01:43.706366'
+  updated_at: '2022-10-04 13:54:42.782174'
diff --git a/test/fixtures/users_roles.yml b/test/fixtures/users_roles.yml
index 291b7625b..19f33c177 100644
--- a/test/fixtures/users_roles.yml
+++ b/test/fixtures/users_roles.yml
@@ -27,3 +27,18 @@ users_role_6:
   user_id: 6
   role_id: 4
 
+users_role_7:
+  user_id: 7
+  role_id: 2
+
+users_role_8:
+  user_id: 8
+  role_id: 2
+
+users_role_9:
+  user_id: 9
+  role_id: 2
+
+users_role_10:
+  user_id: 10
+  role_id: 2
diff --git a/test/services/statistic_service_test.rb b/test/services/statistics/reservation_subscription_statistic_service_test.rb
similarity index 98%
rename from test/services/statistic_service_test.rb
rename to test/services/statistics/reservation_subscription_statistic_service_test.rb
index e04412be6..ef9afb4e5 100644
--- a/test/services/statistic_service_test.rb
+++ b/test/services/statistics/reservation_subscription_statistic_service_test.rb
@@ -2,7 +2,7 @@
 
 require 'test_helper'
 
-class StatisticServiceTest < ActionDispatch::IntegrationTest
+class ReservationSubscriptionStatisticServiceTest < ActionDispatch::IntegrationTest
   setup do
     @user = User.members.without_subscription.first
     @admin = User.with_role(:admin).first
diff --git a/test/services/statistics/store_statistic_service_test.rb b/test/services/statistics/store_statistic_service_test.rb
new file mode 100644
index 000000000..f94a74529
--- /dev/null
+++ b/test/services/statistics/store_statistic_service_test.rb
@@ -0,0 +1,30 @@
+# frozen_string_literal: true
+
+require 'test_helper'
+
+class StoreStatisticServiceTest < ActionDispatch::IntegrationTest
+  setup do
+    @order = Order.find(15)
+  end
+
+  test 'build stats about orders' do
+    # Build the stats for the last 3 days, we expect the above invoices (reservations+subscription) to appear in the resulting stats
+    ::Statistics::BuilderService.generate_statistic({ start_date: DateTime.current.beginning_of_day,
+                                                      end_date: DateTime.current.end_of_day })
+
+    Stats::Order.refresh_index!
+
+    # we should find order id 15 (created today)
+    stat_order = Stats::Order.search(query: { bool: { must: [{ term: { date: DateTime.current.to_date.iso8601 } },
+                                                             { term: { type: 'order' } }] } }).first
+    assert_not_nil stat_order
+    assert_equal @order.id, stat_order['orderId']
+    check_statistics_on_user(stat_order)
+  end
+
+  def check_statistics_on_user(stat)
+    assert_equal @order.statistic_profile.str_gender, stat['gender']
+    assert_equal @order.statistic_profile.age.to_i, stat['age']
+    assert_equal @order.statistic_profile.group.slug, stat['group']
+  end
+end
diff --git a/test/services/wallet_service_test.rb b/test/services/wallet_service_test.rb
index 35ecbcad3..5fe5ada5c 100644
--- a/test/services/wallet_service_test.rb
+++ b/test/services/wallet_service_test.rb
@@ -1,3 +1,5 @@
+# frozen_string_literal: true
+
 require 'test_helper'
 
 class WalletServiceTest < ActiveSupport::TestCase
@@ -54,9 +56,9 @@ class WalletServiceTest < ActiveSupport::TestCase
   test 'rollback debited amount if has an error when create wallet transaction' do
     service = WalletService.new(wallet: @vlonchamp_wallet)
     expected_amount = @vlonchamp_wallet.amount
-    transaction = service.debit(5)
+    transaction = service.debit('error')
     @vlonchamp_wallet.reload
-    assert_equal @vlonchamp_wallet.amount, expected_amount
+    assert_equal expected_amount, @vlonchamp_wallet.amount
     assert_not transaction
   end
 end