From 39db6774d8eed48c2cea8e6909861c53d6553d77 Mon Sep 17 00:00:00 2001
From: YUAWANO <AWANO.YURI@GMAIL.COM>
Date: Fri, 10 Sep 2021 12:52:10 +0200
Subject: [PATCH] submit lab

---
 files_for_activities/class_topic.twb          | 3293 +++++++++++++++++
 .../Solutions_a_b_testing_results.twb         | 2241 +++++++++++
 2 files changed, 5534 insertions(+)
 create mode 100644 files_for_activities/class_topic.twb
 create mode 100644 files_for_lab/Solutions_a_b_testing_results.twb

diff --git a/files_for_activities/class_topic.twb b/files_for_activities/class_topic.twb
new file mode 100644
index 0000000..7d86de8
--- /dev/null
+++ b/files_for_activities/class_topic.twb
@@ -0,0 +1,3293 @@
+<?xml version='1.0' encoding='utf-8' ?>
+
+<!-- build 20212.21.0605.1023                               -->
+<workbook original-version='18.1' source-build='2021.2.0 (20212.21.0605.1023)' source-platform='mac' version='18.1' xmlns:user='http://www.tableausoftware.com/xml/user'>
+  <document-format-change-manifest>
+    <_.fcp.AnimationOnByDefault.true...AnimationOnByDefault />
+    <IntuitiveSorting />
+    <IntuitiveSorting_SP2 />
+    <_.fcp.MarkAnimation.true...MarkAnimation />
+    <_.fcp.ObjectModelEncapsulateLegacy.true...ObjectModelEncapsulateLegacy />
+    <_.fcp.ObjectModelExtractV2.true...ObjectModelExtractV2 />
+    <_.fcp.ObjectModelTableType.true...ObjectModelTableType />
+    <_.fcp.SchemaViewerObjectModel.true...SchemaViewerObjectModel />
+    <SheetIdentifierTracking />
+    <SortTagCleanup />
+    <WindowsPersistSimpleIdentifiers />
+  </document-format-change-manifest>
+  <preferences>
+    <preference name='ui.encoding.shelf.height' value='24' />
+    <preference name='ui.shelf.height' value='26' />
+  </preferences>
+  <_.fcp.AnimationOnByDefault.false...style>
+    <_.fcp.AnimationOnByDefault.false..._.fcp.MarkAnimation.true...style-rule element='animation'>
+      <_.fcp.AnimationOnByDefault.false...format attr='animation-on' value='ao-on' />
+    </_.fcp.AnimationOnByDefault.false..._.fcp.MarkAnimation.true...style-rule>
+  </_.fcp.AnimationOnByDefault.false...style>
+  <datasources>
+    <datasource hasconnection='false' inline='true' name='Parameters' version='18.1'>
+      <aliases enabled='yes' />
+      <column caption='Sales_parameter' datatype='integer' name='[Parameter 1]' param-domain-type='list' role='measure' type='quantitative' value='800'>
+        <calculation class='tableau' formula='800' />
+        <members>
+          <member value='200' />
+          <member value='300' />
+          <member value='400' />
+          <member value='500' />
+          <member value='600' />
+          <member value='700' />
+          <member value='800' />
+          <member value='900' />
+          <member value='1000' />
+        </members>
+      </column>
+      <column caption='top_n' datatype='integer' name='[Quantity Parameter]' param-domain-type='range' role='measure' type='quantitative' value='2'>
+        <calculation class='tableau' formula='2' />
+        <range granularity='1' max='10' min='1' />
+      </column>
+    </datasource>
+    <datasource caption='abTesting' inline='true' name='federated.0dqbb9u1vi1g0k1el2az00vo0nds' version='18.1'>
+      <connection class='federated'>
+        <named-connections>
+          <named-connection caption='abTesting' name='textscan.1wo5nos01u59sq1ajwkza1gwsbdb'>
+            <connection class='textscan' directory='/Users/yuriawano/lab-grouping-data/files_for_lab' filename='abTesting.csv' password='' server='' />
+          </named-connection>
+        </named-connections>
+        <_.fcp.ObjectModelEncapsulateLegacy.false...relation connection='textscan.1wo5nos01u59sq1ajwkza1gwsbdb' name='abTesting.csv' table='[abTesting#csv]' type='table'>
+          <columns character-set='UTF-8' header='yes' locale='en_US' separator=','>
+            <column datatype='integer' name='client_id' ordinal='0' />
+            <column datatype='string' name='visitor_id' ordinal='1' />
+            <column datatype='string' name='visit_id' ordinal='2' />
+            <column datatype='string' name='process_step' ordinal='3' />
+            <column datatype='datetime' name='date_time' ordinal='4' />
+            <column datatype='integer' name='clnt_tenure_yr' ordinal='5' />
+            <column datatype='integer' name='clnt_tenure_mnth' ordinal='6' />
+            <column datatype='real' name='clnt_age' ordinal='7' />
+            <column datatype='string' name='gendr' ordinal='8' />
+            <column datatype='integer' name='num_accts' ordinal='9' />
+            <column datatype='real' name='bal' ordinal='10' />
+            <column datatype='integer' name='calls_6_mnth' ordinal='11' />
+            <column datatype='integer' name='logons_6_mnth' ordinal='12' />
+            <column datatype='string' name='Variation' ordinal='13' />
+          </columns>
+        </_.fcp.ObjectModelEncapsulateLegacy.false...relation>
+        <_.fcp.ObjectModelEncapsulateLegacy.true...relation connection='textscan.1wo5nos01u59sq1ajwkza1gwsbdb' name='abTesting.csv' table='[abTesting#csv]' type='table'>
+          <columns character-set='UTF-8' header='yes' locale='en_US' separator=','>
+            <column datatype='integer' name='client_id' ordinal='0' />
+            <column datatype='string' name='visitor_id' ordinal='1' />
+            <column datatype='string' name='visit_id' ordinal='2' />
+            <column datatype='string' name='process_step' ordinal='3' />
+            <column datatype='datetime' name='date_time' ordinal='4' />
+            <column datatype='integer' name='clnt_tenure_yr' ordinal='5' />
+            <column datatype='integer' name='clnt_tenure_mnth' ordinal='6' />
+            <column datatype='real' name='clnt_age' ordinal='7' />
+            <column datatype='string' name='gendr' ordinal='8' />
+            <column datatype='integer' name='num_accts' ordinal='9' />
+            <column datatype='real' name='bal' ordinal='10' />
+            <column datatype='integer' name='calls_6_mnth' ordinal='11' />
+            <column datatype='integer' name='logons_6_mnth' ordinal='12' />
+            <column datatype='string' name='Variation' ordinal='13' />
+          </columns>
+        </_.fcp.ObjectModelEncapsulateLegacy.true...relation>
+        <metadata-records>
+          <metadata-record class='capability'>
+            <remote-name />
+            <remote-type>0</remote-type>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias />
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='character-set'>&quot;UTF-8&quot;</attribute>
+              <attribute datatype='string' name='collation'>&quot;en_US&quot;</attribute>
+              <attribute datatype='string' name='field-delimiter'>&quot;,&quot;</attribute>
+              <attribute datatype='string' name='header-row'>&quot;true&quot;</attribute>
+              <attribute datatype='string' name='locale'>&quot;en_US&quot;</attribute>
+              <attribute datatype='string' name='single-char'>&quot;&quot;</attribute>
+            </attributes>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>client_id</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[client_id]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>client_id</remote-alias>
+            <ordinal>0</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>visitor_id</remote-name>
+            <remote-type>129</remote-type>
+            <local-name>[visitor_id]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>visitor_id</remote-alias>
+            <ordinal>1</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <scale>1</scale>
+            <width>1073741823</width>
+            <contains-null>true</contains-null>
+            <collation flag='0' name='LEN_RUS' />
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>visit_id</remote-name>
+            <remote-type>129</remote-type>
+            <local-name>[visit_id]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>visit_id</remote-alias>
+            <ordinal>2</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <scale>1</scale>
+            <width>1073741823</width>
+            <contains-null>true</contains-null>
+            <collation flag='0' name='LEN_RUS' />
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>process_step</remote-name>
+            <remote-type>129</remote-type>
+            <local-name>[process_step]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>process_step</remote-alias>
+            <ordinal>3</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <scale>1</scale>
+            <width>1073741823</width>
+            <contains-null>true</contains-null>
+            <collation flag='0' name='LEN_RUS' />
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>date_time</remote-name>
+            <remote-type>135</remote-type>
+            <local-name>[date_time]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>date_time</remote-alias>
+            <ordinal>4</ordinal>
+            <local-type>datetime</local-type>
+            <aggregation>Year</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>clnt_tenure_yr</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[clnt_tenure_yr]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>clnt_tenure_yr</remote-alias>
+            <ordinal>5</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>clnt_tenure_mnth</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[clnt_tenure_mnth]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>clnt_tenure_mnth</remote-alias>
+            <ordinal>6</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>clnt_age</remote-name>
+            <remote-type>5</remote-type>
+            <local-name>[clnt_age]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>clnt_age</remote-alias>
+            <ordinal>7</ordinal>
+            <local-type>real</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>gendr</remote-name>
+            <remote-type>129</remote-type>
+            <local-name>[gendr]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>gendr</remote-alias>
+            <ordinal>8</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <scale>1</scale>
+            <width>1073741823</width>
+            <contains-null>true</contains-null>
+            <collation flag='0' name='LEN_RUS' />
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>num_accts</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[num_accts]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>num_accts</remote-alias>
+            <ordinal>9</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>bal</remote-name>
+            <remote-type>5</remote-type>
+            <local-name>[bal]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>bal</remote-alias>
+            <ordinal>10</ordinal>
+            <local-type>real</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>calls_6_mnth</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[calls_6_mnth]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>calls_6_mnth</remote-alias>
+            <ordinal>11</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>logons_6_mnth</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[logons_6_mnth]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>logons_6_mnth</remote-alias>
+            <ordinal>12</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Variation</remote-name>
+            <remote-type>129</remote-type>
+            <local-name>[Variation]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>Variation</remote-alias>
+            <ordinal>13</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <scale>1</scale>
+            <width>1073741823</width>
+            <contains-null>true</contains-null>
+            <collation flag='0' name='LEN_RUS' />
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+        </metadata-records>
+      </connection>
+      <aliases enabled='yes' />
+      <_.fcp.ObjectModelTableType.true...column caption='abTesting.csv' datatype='table' name='[__tableau_internal_object_id__].[abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07]' role='measure' type='quantitative' />
+      <column caption='Bal' datatype='real' name='[bal]' role='measure' type='quantitative' />
+      <column caption='Calls 6 Mnth' datatype='integer' name='[calls_6_mnth]' role='measure' type='quantitative' />
+      <column caption='Client Id' datatype='integer' name='[client_id]' role='dimension' type='ordinal' />
+      <column caption='Clnt Age' datatype='real' name='[clnt_age]' role='measure' type='quantitative' />
+      <column caption='Clnt Tenure Mnth' datatype='integer' name='[clnt_tenure_mnth]' role='measure' type='quantitative' />
+      <column caption='Clnt Tenure Yr' datatype='integer' name='[clnt_tenure_yr]' role='dimension' type='quantitative' />
+      <column caption='Date Time' datatype='datetime' name='[date_time]' role='dimension' type='ordinal' />
+      <column caption='Gendr' datatype='string' name='[gendr]' role='dimension' type='nominal' />
+      <column caption='Logons 6 Mnth' datatype='integer' name='[logons_6_mnth]' role='measure' type='quantitative' />
+      <column caption='Num Accts' datatype='integer' name='[num_accts]' role='measure' type='quantitative' />
+      <column caption='Process Step' datatype='string' name='[process_step]' role='dimension' type='nominal' />
+      <column caption='Visit Id' datatype='string' name='[visit_id]' role='dimension' type='nominal' />
+      <column caption='Visitor Id' datatype='string' name='[visitor_id]' role='dimension' type='nominal' />
+      <layout _.fcp.SchemaViewerObjectModel.false...dim-percentage='0.5' _.fcp.SchemaViewerObjectModel.false...measure-percentage='0.4' dim-ordering='alphabetic' measure-ordering='alphabetic' show-structure='true' />
+      <semantic-values>
+        <semantic-value key='[Country].[Name]' value='&quot;United States&quot;' />
+      </semantic-values>
+      <_.fcp.ObjectModelEncapsulateLegacy.true...object-graph>
+        <objects>
+          <object caption='abTesting.csv' id='abTesting.csv_B65CBA5250EE4CA098810372F3F0CF07'>
+            <properties context=''>
+              <relation connection='textscan.1wo5nos01u59sq1ajwkza1gwsbdb' name='abTesting.csv' table='[abTesting#csv]' type='table'>
+                <columns character-set='UTF-8' header='yes' locale='en_US' separator=','>
+                  <column datatype='integer' name='client_id' ordinal='0' />
+                  <column datatype='string' name='visitor_id' ordinal='1' />
+                  <column datatype='string' name='visit_id' ordinal='2' />
+                  <column datatype='string' name='process_step' ordinal='3' />
+                  <column datatype='datetime' name='date_time' ordinal='4' />
+                  <column datatype='integer' name='clnt_tenure_yr' ordinal='5' />
+                  <column datatype='integer' name='clnt_tenure_mnth' ordinal='6' />
+                  <column datatype='real' name='clnt_age' ordinal='7' />
+                  <column datatype='string' name='gendr' ordinal='8' />
+                  <column datatype='integer' name='num_accts' ordinal='9' />
+                  <column datatype='real' name='bal' ordinal='10' />
+                  <column datatype='integer' name='calls_6_mnth' ordinal='11' />
+                  <column datatype='integer' name='logons_6_mnth' ordinal='12' />
+                  <column datatype='string' name='Variation' ordinal='13' />
+                </columns>
+              </relation>
+            </properties>
+          </object>
+        </objects>
+      </_.fcp.ObjectModelEncapsulateLegacy.true...object-graph>
+    </datasource>
+    <datasource inline='true' name='Clipboard_20210909T194712' version='18.1'>
+      <connection class='federated'>
+        <named-connections>
+          <named-connection caption='sample_superstore' name='excel-direct.11j4wjx1pk29y51b80qzl0gbappl'>
+            <connection class='excel-direct' cleaning='no' compat='no' dataRefreshTime='' filename='/Users/yuriawano/lab-grouping-data/files_for_activities/sample_superstore.xls' interpretationMode='0' password='' server='' validate='no' />
+          </named-connection>
+        </named-connections>
+        <_.fcp.ObjectModelEncapsulateLegacy.false...relation connection='excel-direct.11j4wjx1pk29y51b80qzl0gbappl' name='Orders' table='[Orders$]' type='table'>
+          <columns gridOrigin='A1:U9995:no:A1:U9995:0' header='yes' outcome='6'>
+            <column datatype='integer' name='Row ID' ordinal='0' />
+            <column datatype='string' name='Order ID' ordinal='1' />
+            <column datatype='date' name='Order Date' ordinal='2' />
+            <column datatype='date' name='Ship Date' ordinal='3' />
+            <column datatype='string' name='Ship Mode' ordinal='4' />
+            <column datatype='string' name='Customer ID' ordinal='5' />
+            <column datatype='string' name='Customer Name' ordinal='6' />
+            <column datatype='string' name='Segment' ordinal='7' />
+            <column datatype='string' name='Country' ordinal='8' />
+            <column datatype='string' name='City' ordinal='9' />
+            <column datatype='string' name='State' ordinal='10' />
+            <column datatype='integer' name='Postal Code' ordinal='11' />
+            <column datatype='string' name='Region' ordinal='12' />
+            <column datatype='string' name='Product ID' ordinal='13' />
+            <column datatype='string' name='Category' ordinal='14' />
+            <column datatype='string' name='Sub-Category' ordinal='15' />
+            <column datatype='string' name='Product Name' ordinal='16' />
+            <column datatype='real' name='Sales' ordinal='17' />
+            <column datatype='integer' name='Quantity' ordinal='18' />
+            <column datatype='real' name='Discount' ordinal='19' />
+            <column datatype='real' name='Profit' ordinal='20' />
+          </columns>
+        </_.fcp.ObjectModelEncapsulateLegacy.false...relation>
+        <_.fcp.ObjectModelEncapsulateLegacy.true...relation type='collection'>
+          <relation connection='excel-direct.11j4wjx1pk29y51b80qzl0gbappl' name='Orders' table='[Orders$]' type='table'>
+            <columns gridOrigin='A1:U9995:no:A1:U9995:0' header='yes' outcome='6'>
+              <column datatype='integer' name='Row ID' ordinal='0' />
+              <column datatype='string' name='Order ID' ordinal='1' />
+              <column datatype='date' name='Order Date' ordinal='2' />
+              <column datatype='date' name='Ship Date' ordinal='3' />
+              <column datatype='string' name='Ship Mode' ordinal='4' />
+              <column datatype='string' name='Customer ID' ordinal='5' />
+              <column datatype='string' name='Customer Name' ordinal='6' />
+              <column datatype='string' name='Segment' ordinal='7' />
+              <column datatype='string' name='Country' ordinal='8' />
+              <column datatype='string' name='City' ordinal='9' />
+              <column datatype='string' name='State' ordinal='10' />
+              <column datatype='integer' name='Postal Code' ordinal='11' />
+              <column datatype='string' name='Region' ordinal='12' />
+              <column datatype='string' name='Product ID' ordinal='13' />
+              <column datatype='string' name='Category' ordinal='14' />
+              <column datatype='string' name='Sub-Category' ordinal='15' />
+              <column datatype='string' name='Product Name' ordinal='16' />
+              <column datatype='real' name='Sales' ordinal='17' />
+              <column datatype='integer' name='Quantity' ordinal='18' />
+              <column datatype='real' name='Discount' ordinal='19' />
+              <column datatype='real' name='Profit' ordinal='20' />
+            </columns>
+          </relation>
+          <relation connection='excel-direct.11j4wjx1pk29y51b80qzl0gbappl' name='Returns' table='[Returns$]' type='table'>
+            <columns gridOrigin='A1:B297:no:A1:B297:0' header='yes' outcome='6'>
+              <column datatype='string' name='Returned' ordinal='0' />
+              <column datatype='string' name='Order ID' ordinal='1' />
+            </columns>
+          </relation>
+        </_.fcp.ObjectModelEncapsulateLegacy.true...relation>
+        <cols>
+          <map key='[Category]' value='[Orders].[Category]' />
+          <map key='[City]' value='[Orders].[City]' />
+          <map key='[Country]' value='[Orders].[Country]' />
+          <map key='[Customer ID]' value='[Orders].[Customer ID]' />
+          <map key='[Customer Name]' value='[Orders].[Customer Name]' />
+          <map key='[Discount]' value='[Orders].[Discount]' />
+          <map key='[Order Date]' value='[Orders].[Order Date]' />
+          <map key='[Order ID (Returns)]' value='[Returns].[Order ID]' />
+          <map key='[Order ID]' value='[Orders].[Order ID]' />
+          <map key='[Postal Code]' value='[Orders].[Postal Code]' />
+          <map key='[Product ID]' value='[Orders].[Product ID]' />
+          <map key='[Product Name]' value='[Orders].[Product Name]' />
+          <map key='[Profit]' value='[Orders].[Profit]' />
+          <map key='[Quantity]' value='[Orders].[Quantity]' />
+          <map key='[Region]' value='[Orders].[Region]' />
+          <map key='[Returned]' value='[Returns].[Returned]' />
+          <map key='[Row ID]' value='[Orders].[Row ID]' />
+          <map key='[Sales]' value='[Orders].[Sales]' />
+          <map key='[Segment]' value='[Orders].[Segment]' />
+          <map key='[Ship Date]' value='[Orders].[Ship Date]' />
+          <map key='[Ship Mode]' value='[Orders].[Ship Mode]' />
+          <map key='[State]' value='[Orders].[State]' />
+          <map key='[Sub-Category]' value='[Orders].[Sub-Category]' />
+        </cols>
+        <metadata-records>
+          <metadata-record class='capability'>
+            <remote-name />
+            <remote-type>0</remote-type>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias />
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='integer' name='context'>0</attribute>
+              <attribute datatype='string' name='gridOrigin'>&quot;A1:U9995:no:A1:U9995:0&quot;</attribute>
+              <attribute datatype='boolean' name='header'>true</attribute>
+              <attribute datatype='integer' name='outcome'>6</attribute>
+            </attributes>
+          </metadata-record>
+          <metadata-record class='capability'>
+            <remote-name />
+            <remote-type>0</remote-type>
+            <parent-name>[Returns]</parent-name>
+            <remote-alias />
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='integer' name='context'>0</attribute>
+              <attribute datatype='string' name='gridOrigin'>&quot;A1:B297:no:A1:B297:0&quot;</attribute>
+              <attribute datatype='boolean' name='header'>true</attribute>
+              <attribute datatype='integer' name='outcome'>6</attribute>
+            </attributes>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Row ID</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[Row ID]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Row ID</remote-alias>
+            <ordinal>0</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;I8&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Order ID</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Order ID]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Order ID</remote-alias>
+            <ordinal>1</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Order Date</remote-name>
+            <remote-type>7</remote-type>
+            <local-name>[Order Date]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Order Date</remote-alias>
+            <ordinal>2</ordinal>
+            <local-type>date</local-type>
+            <aggregation>Year</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;DATE&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Ship Date</remote-name>
+            <remote-type>7</remote-type>
+            <local-name>[Ship Date]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Ship Date</remote-alias>
+            <ordinal>3</ordinal>
+            <local-type>date</local-type>
+            <aggregation>Year</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;DATE&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Ship Mode</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Ship Mode]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Ship Mode</remote-alias>
+            <ordinal>4</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Customer ID</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Customer ID]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Customer ID</remote-alias>
+            <ordinal>5</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Customer Name</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Customer Name]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Customer Name</remote-alias>
+            <ordinal>6</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Segment</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Segment]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Segment</remote-alias>
+            <ordinal>7</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Country</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Country]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Country</remote-alias>
+            <ordinal>8</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>City</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[City]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>City</remote-alias>
+            <ordinal>9</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>State</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[State]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>State</remote-alias>
+            <ordinal>10</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Postal Code</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[Postal Code]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Postal Code</remote-alias>
+            <ordinal>11</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;I8&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Region</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Region]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Region</remote-alias>
+            <ordinal>12</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Product ID</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Product ID]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Product ID</remote-alias>
+            <ordinal>13</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Category</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Category]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Category</remote-alias>
+            <ordinal>14</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Sub-Category</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Sub-Category]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Sub-Category</remote-alias>
+            <ordinal>15</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Product Name</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Product Name]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Product Name</remote-alias>
+            <ordinal>16</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Sales</remote-name>
+            <remote-type>5</remote-type>
+            <local-name>[Sales]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Sales</remote-alias>
+            <ordinal>17</ordinal>
+            <local-type>real</local-type>
+            <aggregation>Sum</aggregation>
+            <precision>15</precision>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;R8&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Quantity</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[Quantity]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Quantity</remote-alias>
+            <ordinal>18</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;I8&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Discount</remote-name>
+            <remote-type>5</remote-type>
+            <local-name>[Discount]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Discount</remote-alias>
+            <ordinal>19</ordinal>
+            <local-type>real</local-type>
+            <aggregation>Sum</aggregation>
+            <precision>15</precision>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;R8&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Profit</remote-name>
+            <remote-type>5</remote-type>
+            <local-name>[Profit]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Profit</remote-alias>
+            <ordinal>20</ordinal>
+            <local-type>real</local-type>
+            <aggregation>Sum</aggregation>
+            <precision>15</precision>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;R8&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Returned</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Returned]</local-name>
+            <parent-name>[Returns]</parent-name>
+            <remote-alias>Returned</remote-alias>
+            <ordinal>21</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Returns_E0A89FDB432E4471B0E4EAF698287175]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Order ID</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Order ID (Returns)]</local-name>
+            <parent-name>[Returns]</parent-name>
+            <remote-alias>Order ID</remote-alias>
+            <ordinal>22</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Returns_E0A89FDB432E4471B0E4EAF698287175]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+        </metadata-records>
+      </connection>
+      <aliases enabled='yes' />
+      <column caption='index' datatype='integer' name='[Calculation_958422311346888715]' role='measure' type='ordinal'>
+        <calculation class='tableau' formula='index()'>
+          <table-calc ordering-type='Rows' />
+        </calculation>
+      </column>
+      <column caption='Rank' datatype='boolean' name='[Calculation_958422311347662860]' role='measure' type='nominal'>
+        <calculation class='tableau' formula='rank(SUM([Sales]), &apos;desc&apos;) &lt;= [Parameters].[Quantity Parameter]'>
+          <table-calc ordering-type='Rows' />
+        </calculation>
+      </column>
+      <column caption='City1' datatype='string' name='[City]' role='dimension' semantic-role='[City].[Name]' type='nominal' />
+      <column datatype='string' name='[Country]' role='dimension' semantic-role='[Country].[ISO3166_2]' type='nominal' />
+      <column aggregation='Sum' datatype='integer' default-format='*00000' name='[Postal Code]' role='dimension' semantic-role='[ZipCode].[Name]' type='ordinal' />
+      <column caption='Region1' datatype='string' name='[Region]' role='dimension' type='nominal' />
+      <column datatype='integer' name='[Row ID]' role='dimension' type='ordinal' />
+      <column datatype='string' name='[State]' role='dimension' semantic-role='[State].[Name]' type='nominal' />
+      <_.fcp.ObjectModelTableType.true...column caption='Orders' datatype='table' name='[__tableau_internal_object_id__].[Orders_1E2175627CBE4A55B2BA31FECA2D4CC2]' role='measure' type='quantitative' />
+      <_.fcp.ObjectModelTableType.true...column caption='Returns' datatype='table' name='[__tableau_internal_object_id__].[Returns_E0A89FDB432E4471B0E4EAF698287175]' role='measure' type='quantitative' />
+      <layout _.fcp.SchemaViewerObjectModel.false...dim-percentage='0.5' _.fcp.SchemaViewerObjectModel.false...measure-percentage='0.4' dim-ordering='alphabetic' measure-ordering='alphabetic' show-structure='true' />
+      <semantic-values>
+        <semantic-value key='[Country].[Name]' value='&quot;United States&quot;' />
+      </semantic-values>
+      <datasource-dependencies datasource='Parameters'>
+        <column caption='top_n' datatype='integer' name='[Quantity Parameter]' param-domain-type='range' role='measure' type='quantitative' value='2'>
+          <calculation class='tableau' formula='2' />
+          <range granularity='1' max='10' min='1' />
+        </column>
+      </datasource-dependencies>
+      <_.fcp.ObjectModelEncapsulateLegacy.true...object-graph>
+        <objects>
+          <object caption='Orders' id='Orders_1E2175627CBE4A55B2BA31FECA2D4CC2'>
+            <properties context=''>
+              <relation connection='excel-direct.11j4wjx1pk29y51b80qzl0gbappl' name='Orders' table='[Orders$]' type='table'>
+                <columns gridOrigin='A1:U9995:no:A1:U9995:0' header='yes' outcome='6'>
+                  <column datatype='integer' name='Row ID' ordinal='0' />
+                  <column datatype='string' name='Order ID' ordinal='1' />
+                  <column datatype='date' name='Order Date' ordinal='2' />
+                  <column datatype='date' name='Ship Date' ordinal='3' />
+                  <column datatype='string' name='Ship Mode' ordinal='4' />
+                  <column datatype='string' name='Customer ID' ordinal='5' />
+                  <column datatype='string' name='Customer Name' ordinal='6' />
+                  <column datatype='string' name='Segment' ordinal='7' />
+                  <column datatype='string' name='Country' ordinal='8' />
+                  <column datatype='string' name='City' ordinal='9' />
+                  <column datatype='string' name='State' ordinal='10' />
+                  <column datatype='integer' name='Postal Code' ordinal='11' />
+                  <column datatype='string' name='Region' ordinal='12' />
+                  <column datatype='string' name='Product ID' ordinal='13' />
+                  <column datatype='string' name='Category' ordinal='14' />
+                  <column datatype='string' name='Sub-Category' ordinal='15' />
+                  <column datatype='string' name='Product Name' ordinal='16' />
+                  <column datatype='real' name='Sales' ordinal='17' />
+                  <column datatype='integer' name='Quantity' ordinal='18' />
+                  <column datatype='real' name='Discount' ordinal='19' />
+                  <column datatype='real' name='Profit' ordinal='20' />
+                </columns>
+              </relation>
+            </properties>
+          </object>
+          <object caption='Returns' id='Returns_E0A89FDB432E4471B0E4EAF698287175'>
+            <properties context=''>
+              <relation connection='excel-direct.11j4wjx1pk29y51b80qzl0gbappl' name='Returns' table='[Returns$]' type='table'>
+                <columns gridOrigin='A1:B297:no:A1:B297:0' header='yes' outcome='6'>
+                  <column datatype='string' name='Returned' ordinal='0' />
+                  <column datatype='string' name='Order ID' ordinal='1' />
+                </columns>
+              </relation>
+            </properties>
+          </object>
+        </objects>
+        <relationships>
+          <relationship>
+            <expression op='='>
+              <expression op='[Order ID]' />
+              <expression op='[Order ID (Returns)]' />
+            </expression>
+            <first-end-point object-id='Orders_1E2175627CBE4A55B2BA31FECA2D4CC2' />
+            <second-end-point object-id='Returns_E0A89FDB432E4471B0E4EAF698287175' />
+          </relationship>
+        </relationships>
+      </_.fcp.ObjectModelEncapsulateLegacy.true...object-graph>
+    </datasource>
+    <datasource caption='Orders+ (sample_superstore)' inline='true' name='federated.0we53pk191m6oe17oky530sz05rx' version='18.1'>
+      <connection class='federated'>
+        <named-connections>
+          <named-connection caption='sample_superstore' name='excel-direct.0u1lcrf0chqjue1cnxxek0lq9eyx'>
+            <connection class='excel-direct' cleaning='no' compat='no' dataRefreshTime='' filename='/Users/yuriawano/lab-grouping-data/files_for_activities/sample_superstore.xls' interpretationMode='0' password='' server='' validate='no' />
+          </named-connection>
+        </named-connections>
+        <_.fcp.ObjectModelEncapsulateLegacy.false...relation connection='excel-direct.0u1lcrf0chqjue1cnxxek0lq9eyx' name='Orders' table='[Orders$]' type='table'>
+          <columns gridOrigin='A1:U9995:no:A1:U9995:0' header='yes' outcome='6'>
+            <column datatype='integer' name='Row ID' ordinal='0' />
+            <column datatype='string' name='Order ID' ordinal='1' />
+            <column datatype='date' name='Order Date' ordinal='2' />
+            <column datatype='date' name='Ship Date' ordinal='3' />
+            <column datatype='string' name='Ship Mode' ordinal='4' />
+            <column datatype='string' name='Customer ID' ordinal='5' />
+            <column datatype='string' name='Customer Name' ordinal='6' />
+            <column datatype='string' name='Segment' ordinal='7' />
+            <column datatype='string' name='Country' ordinal='8' />
+            <column datatype='string' name='City' ordinal='9' />
+            <column datatype='string' name='State' ordinal='10' />
+            <column datatype='integer' name='Postal Code' ordinal='11' />
+            <column datatype='string' name='Region' ordinal='12' />
+            <column datatype='string' name='Product ID' ordinal='13' />
+            <column datatype='string' name='Category' ordinal='14' />
+            <column datatype='string' name='Sub-Category' ordinal='15' />
+            <column datatype='string' name='Product Name' ordinal='16' />
+            <column datatype='real' name='Sales' ordinal='17' />
+            <column datatype='integer' name='Quantity' ordinal='18' />
+            <column datatype='real' name='Discount' ordinal='19' />
+            <column datatype='real' name='Profit' ordinal='20' />
+          </columns>
+        </_.fcp.ObjectModelEncapsulateLegacy.false...relation>
+        <_.fcp.ObjectModelEncapsulateLegacy.true...relation type='collection'>
+          <relation connection='excel-direct.0u1lcrf0chqjue1cnxxek0lq9eyx' name='Orders' table='[Orders$]' type='table'>
+            <columns gridOrigin='A1:U9995:no:A1:U9995:0' header='yes' outcome='6'>
+              <column datatype='integer' name='Row ID' ordinal='0' />
+              <column datatype='string' name='Order ID' ordinal='1' />
+              <column datatype='date' name='Order Date' ordinal='2' />
+              <column datatype='date' name='Ship Date' ordinal='3' />
+              <column datatype='string' name='Ship Mode' ordinal='4' />
+              <column datatype='string' name='Customer ID' ordinal='5' />
+              <column datatype='string' name='Customer Name' ordinal='6' />
+              <column datatype='string' name='Segment' ordinal='7' />
+              <column datatype='string' name='Country' ordinal='8' />
+              <column datatype='string' name='City' ordinal='9' />
+              <column datatype='string' name='State' ordinal='10' />
+              <column datatype='integer' name='Postal Code' ordinal='11' />
+              <column datatype='string' name='Region' ordinal='12' />
+              <column datatype='string' name='Product ID' ordinal='13' />
+              <column datatype='string' name='Category' ordinal='14' />
+              <column datatype='string' name='Sub-Category' ordinal='15' />
+              <column datatype='string' name='Product Name' ordinal='16' />
+              <column datatype='real' name='Sales' ordinal='17' />
+              <column datatype='integer' name='Quantity' ordinal='18' />
+              <column datatype='real' name='Discount' ordinal='19' />
+              <column datatype='real' name='Profit' ordinal='20' />
+            </columns>
+          </relation>
+          <relation connection='excel-direct.0u1lcrf0chqjue1cnxxek0lq9eyx' name='Returns' table='[Returns$]' type='table'>
+            <columns gridOrigin='A1:B297:no:A1:B297:0' header='yes' outcome='6'>
+              <column datatype='string' name='Returned' ordinal='0' />
+              <column datatype='string' name='Order ID' ordinal='1' />
+            </columns>
+          </relation>
+        </_.fcp.ObjectModelEncapsulateLegacy.true...relation>
+        <cols>
+          <map key='[Category]' value='[Orders].[Category]' />
+          <map key='[City]' value='[Orders].[City]' />
+          <map key='[Country]' value='[Orders].[Country]' />
+          <map key='[Customer ID]' value='[Orders].[Customer ID]' />
+          <map key='[Customer Name]' value='[Orders].[Customer Name]' />
+          <map key='[Discount]' value='[Orders].[Discount]' />
+          <map key='[Order Date]' value='[Orders].[Order Date]' />
+          <map key='[Order ID (Returns)]' value='[Returns].[Order ID]' />
+          <map key='[Order ID]' value='[Orders].[Order ID]' />
+          <map key='[Postal Code]' value='[Orders].[Postal Code]' />
+          <map key='[Product ID]' value='[Orders].[Product ID]' />
+          <map key='[Product Name]' value='[Orders].[Product Name]' />
+          <map key='[Profit]' value='[Orders].[Profit]' />
+          <map key='[Quantity]' value='[Orders].[Quantity]' />
+          <map key='[Region]' value='[Orders].[Region]' />
+          <map key='[Returned]' value='[Returns].[Returned]' />
+          <map key='[Row ID]' value='[Orders].[Row ID]' />
+          <map key='[Sales]' value='[Orders].[Sales]' />
+          <map key='[Segment]' value='[Orders].[Segment]' />
+          <map key='[Ship Date]' value='[Orders].[Ship Date]' />
+          <map key='[Ship Mode]' value='[Orders].[Ship Mode]' />
+          <map key='[State]' value='[Orders].[State]' />
+          <map key='[Sub-Category]' value='[Orders].[Sub-Category]' />
+        </cols>
+        <metadata-records>
+          <metadata-record class='capability'>
+            <remote-name />
+            <remote-type>0</remote-type>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias />
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='integer' name='context'>0</attribute>
+              <attribute datatype='string' name='gridOrigin'>&quot;A1:U9995:no:A1:U9995:0&quot;</attribute>
+              <attribute datatype='boolean' name='header'>true</attribute>
+              <attribute datatype='integer' name='outcome'>6</attribute>
+            </attributes>
+          </metadata-record>
+          <metadata-record class='capability'>
+            <remote-name />
+            <remote-type>0</remote-type>
+            <parent-name>[Returns]</parent-name>
+            <remote-alias />
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='integer' name='context'>0</attribute>
+              <attribute datatype='string' name='gridOrigin'>&quot;A1:B297:no:A1:B297:0&quot;</attribute>
+              <attribute datatype='boolean' name='header'>true</attribute>
+              <attribute datatype='integer' name='outcome'>6</attribute>
+            </attributes>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Row ID</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[Row ID]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Row ID</remote-alias>
+            <ordinal>0</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;I8&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Order ID</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Order ID]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Order ID</remote-alias>
+            <ordinal>1</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Order Date</remote-name>
+            <remote-type>7</remote-type>
+            <local-name>[Order Date]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Order Date</remote-alias>
+            <ordinal>2</ordinal>
+            <local-type>date</local-type>
+            <aggregation>Year</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;DATE&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Ship Date</remote-name>
+            <remote-type>7</remote-type>
+            <local-name>[Ship Date]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Ship Date</remote-alias>
+            <ordinal>3</ordinal>
+            <local-type>date</local-type>
+            <aggregation>Year</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;DATE&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Ship Mode</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Ship Mode]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Ship Mode</remote-alias>
+            <ordinal>4</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Customer ID</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Customer ID]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Customer ID</remote-alias>
+            <ordinal>5</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Customer Name</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Customer Name]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Customer Name</remote-alias>
+            <ordinal>6</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Segment</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Segment]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Segment</remote-alias>
+            <ordinal>7</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Country</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Country]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Country</remote-alias>
+            <ordinal>8</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>City</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[City]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>City</remote-alias>
+            <ordinal>9</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>State</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[State]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>State</remote-alias>
+            <ordinal>10</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Postal Code</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[Postal Code]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Postal Code</remote-alias>
+            <ordinal>11</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;I8&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Region</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Region]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Region</remote-alias>
+            <ordinal>12</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Product ID</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Product ID]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Product ID</remote-alias>
+            <ordinal>13</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Category</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Category]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Category</remote-alias>
+            <ordinal>14</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Sub-Category</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Sub-Category]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Sub-Category</remote-alias>
+            <ordinal>15</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Product Name</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Product Name]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Product Name</remote-alias>
+            <ordinal>16</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Sales</remote-name>
+            <remote-type>5</remote-type>
+            <local-name>[Sales]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Sales</remote-alias>
+            <ordinal>17</ordinal>
+            <local-type>real</local-type>
+            <aggregation>Sum</aggregation>
+            <precision>15</precision>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;R8&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Quantity</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[Quantity]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Quantity</remote-alias>
+            <ordinal>18</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;I8&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Discount</remote-name>
+            <remote-type>5</remote-type>
+            <local-name>[Discount]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Discount</remote-alias>
+            <ordinal>19</ordinal>
+            <local-type>real</local-type>
+            <aggregation>Sum</aggregation>
+            <precision>15</precision>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;R8&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Profit</remote-name>
+            <remote-type>5</remote-type>
+            <local-name>[Profit]</local-name>
+            <parent-name>[Orders]</parent-name>
+            <remote-alias>Profit</remote-alias>
+            <ordinal>20</ordinal>
+            <local-type>real</local-type>
+            <aggregation>Sum</aggregation>
+            <precision>15</precision>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;R8&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Returned</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Returned]</local-name>
+            <parent-name>[Returns]</parent-name>
+            <remote-alias>Returned</remote-alias>
+            <ordinal>21</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Returns_A22EBBF72D3842FB81B49993365E8BCF]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Order ID</remote-name>
+            <remote-type>130</remote-type>
+            <local-name>[Order ID (Returns)]</local-name>
+            <parent-name>[Returns]</parent-name>
+            <remote-alias>Order ID</remote-alias>
+            <ordinal>22</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <collation flag='1' name='LEN_RUS_S2' />
+            <attributes>
+              <attribute datatype='string' name='DebugRemoteType'>&quot;WSTR&quot;</attribute>
+            </attributes>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Returns_A22EBBF72D3842FB81B49993365E8BCF]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+        </metadata-records>
+      </connection>
+      <aliases enabled='yes' />
+      <column aggregation='Sum' caption='order_year' datatype='integer' name='[Calculation_958422311332560899]' role='dimension' type='ordinal'>
+        <calculation class='tableau' formula='year([Order Date])' />
+      </column>
+      <column caption='discount_y_n' datatype='string' name='[Calculation_958422311333076996]' role='dimension' type='nominal'>
+        <calculation class='tableau' formula='IF [Discount] &gt; 0 THEN &apos;yes&apos;&#10;ELSE &apos;no&apos;&#10;END' />
+      </column>
+      <column caption='Sales_classifier' datatype='string' name='[Calculation_958422311335190533]' role='dimension' type='nominal'>
+        <calculation class='tableau' formula='IF [Sales] &gt; [Parameters].[Parameter 1] THEN &quot;True&quot;&#10;ELSE &quot;False&quot;&#10;END' />
+      </column>
+      <column caption='Sales_region' datatype='real' name='[Calculation_958422311343869962]' role='measure' type='quantitative'>
+        <calculation class='tableau' formula='{FIXED [Region] : SUM([Sales])}' />
+      </column>
+      <column datatype='string' name='[City]' role='dimension' semantic-role='[City].[Name]' type='nominal' />
+      <column datatype='string' name='[Country]' role='dimension' semantic-role='[Country].[ISO3166_2]' type='nominal' />
+      <column aggregation='Sum' datatype='integer' default-format='*00000' name='[Postal Code]' role='dimension' semantic-role='[ZipCode].[Name]' type='ordinal' />
+      <column datatype='integer' name='[Row ID]' role='dimension' type='ordinal' />
+      <column datatype='string' name='[State]' role='dimension' semantic-role='[State].[Name]' type='nominal' />
+      <_.fcp.ObjectModelTableType.true...column caption='Orders' datatype='table' name='[__tableau_internal_object_id__].[Orders_5CFED44866A2407C83523F1D17A5A977]' role='measure' type='quantitative' />
+      <_.fcp.ObjectModelTableType.true...column caption='Returns' datatype='table' name='[__tableau_internal_object_id__].[Returns_A22EBBF72D3842FB81B49993365E8BCF]' role='measure' type='quantitative' />
+      <extract _.fcp.ObjectModelExtractV2.true...object-id='' count='-1' enabled='true' units='records'>
+        <connection access_mode='readonly' authentication='auth-none' author-locale='en_US' class='hyper' dbname='/Users/yuriawano/Documents/My Tableau Repository/Datasources/Orders+ (sample_superstore).hyper' default-settings='yes' schema='Extract' sslmode='' tablename='Extract' update-time='09/09/2021 05:35:01 PM' username='tableau_internal_user'>
+          <_.fcp.ObjectModelEncapsulateLegacy.false...relation name='Orders_5CFED44866A2407C83523F1D17A5A977' table='[Extract].[Orders_5CFED44866A2407C83523F1D17A5A977]' type='table' />
+          <_.fcp.ObjectModelEncapsulateLegacy.true...relation type='collection'>
+            <relation name='Orders_5CFED44866A2407C83523F1D17A5A977' table='[Extract].[Orders_5CFED44866A2407C83523F1D17A5A977]' type='table' />
+            <relation name='Returns_A22EBBF72D3842FB81B49993365E8BCF' table='[Extract].[Returns_A22EBBF72D3842FB81B49993365E8BCF]' type='table' />
+          </_.fcp.ObjectModelEncapsulateLegacy.true...relation>
+          <cols>
+            <map key='[Category]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Category]' />
+            <map key='[City]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[City]' />
+            <map key='[Country]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Country]' />
+            <map key='[Customer ID]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Customer ID]' />
+            <map key='[Customer Name]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Customer Name]' />
+            <map key='[Discount]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Discount]' />
+            <map key='[Order Date]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Order Date]' />
+            <map key='[Order ID (Returns)]' value='[Returns_A22EBBF72D3842FB81B49993365E8BCF].[Order ID]' />
+            <map key='[Order ID]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Order ID]' />
+            <map key='[Postal Code]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Postal Code]' />
+            <map key='[Product ID]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Product ID]' />
+            <map key='[Product Name]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Product Name]' />
+            <map key='[Profit]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Profit]' />
+            <map key='[Quantity]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Quantity]' />
+            <map key='[Region]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Region]' />
+            <map key='[Returned]' value='[Returns_A22EBBF72D3842FB81B49993365E8BCF].[Returned]' />
+            <map key='[Row ID]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Row ID]' />
+            <map key='[Sales]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Sales]' />
+            <map key='[Segment]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Segment]' />
+            <map key='[Ship Date]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Ship Date]' />
+            <map key='[Ship Mode]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Ship Mode]' />
+            <map key='[State]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[State]' />
+            <map key='[Sub-Category]' value='[Orders_5CFED44866A2407C83523F1D17A5A977].[Sub-Category]' />
+          </cols>
+          <refresh>
+            <refresh-event add-from-file-path='Orders+ (sample_superstore)' increment-value='%null%' refresh-type='create' rows-inserted='10290' timestamp-start='2021-09-09 17:35:01.951' />
+          </refresh>
+          <metadata-records>
+            <metadata-record class='column'>
+              <remote-name>Row ID</remote-name>
+              <remote-type>20</remote-type>
+              <local-name>[Row ID]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Row ID</remote-alias>
+              <ordinal>0</ordinal>
+              <family>Orders</family>
+              <local-type>integer</local-type>
+              <aggregation>Sum</aggregation>
+              <approx-count>9994</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Order ID</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[Order ID]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Order ID</remote-alias>
+              <ordinal>1</ordinal>
+              <family>Orders</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>3173</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='1' name='LEN_RUS_S2' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Order Date</remote-name>
+              <remote-type>133</remote-type>
+              <local-name>[Order Date]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Order Date</remote-alias>
+              <ordinal>2</ordinal>
+              <family>Orders</family>
+              <local-type>date</local-type>
+              <aggregation>Year</aggregation>
+              <approx-count>1392</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Ship Date</remote-name>
+              <remote-type>133</remote-type>
+              <local-name>[Ship Date]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Ship Date</remote-alias>
+              <ordinal>3</ordinal>
+              <family>Orders</family>
+              <local-type>date</local-type>
+              <aggregation>Year</aggregation>
+              <approx-count>1487</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Ship Mode</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[Ship Mode]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Ship Mode</remote-alias>
+              <ordinal>4</ordinal>
+              <family>Orders</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>4</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='1' name='LEN_RUS_S2' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Customer ID</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[Customer ID]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Customer ID</remote-alias>
+              <ordinal>5</ordinal>
+              <family>Orders</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>1048</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='1' name='LEN_RUS_S2' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Customer Name</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[Customer Name]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Customer Name</remote-alias>
+              <ordinal>6</ordinal>
+              <family>Orders</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>1048</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='1' name='LEN_RUS_S2' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Segment</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[Segment]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Segment</remote-alias>
+              <ordinal>7</ordinal>
+              <family>Orders</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>3</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='1' name='LEN_RUS_S2' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Country</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[Country]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Country</remote-alias>
+              <ordinal>8</ordinal>
+              <family>Orders</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>1</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='1' name='LEN_RUS_S2' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>City</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[City]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>City</remote-alias>
+              <ordinal>9</ordinal>
+              <family>Orders</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>500</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='1' name='LEN_RUS_S2' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>State</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[State]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>State</remote-alias>
+              <ordinal>10</ordinal>
+              <family>Orders</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>51</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='1' name='LEN_RUS_S2' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Postal Code</remote-name>
+              <remote-type>20</remote-type>
+              <local-name>[Postal Code]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Postal Code</remote-alias>
+              <ordinal>11</ordinal>
+              <family>Orders</family>
+              <local-type>integer</local-type>
+              <aggregation>Sum</aggregation>
+              <approx-count>610</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Region</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[Region]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Region</remote-alias>
+              <ordinal>12</ordinal>
+              <family>Orders</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>4</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='1' name='LEN_RUS_S2' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Product ID</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[Product ID]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Product ID</remote-alias>
+              <ordinal>13</ordinal>
+              <family>Orders</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>2051</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='1' name='LEN_RUS_S2' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Category</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[Category]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Category</remote-alias>
+              <ordinal>14</ordinal>
+              <family>Orders</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>3</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='1' name='LEN_RUS_S2' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Sub-Category</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[Sub-Category]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Sub-Category</remote-alias>
+              <ordinal>15</ordinal>
+              <family>Orders</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>17</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='1' name='LEN_RUS_S2' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Product Name</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[Product Name]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Product Name</remote-alias>
+              <ordinal>16</ordinal>
+              <family>Orders</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>2025</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='1' name='LEN_RUS_S2' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Sales</remote-name>
+              <remote-type>5</remote-type>
+              <local-name>[Sales]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Sales</remote-alias>
+              <ordinal>17</ordinal>
+              <family>Orders</family>
+              <local-type>real</local-type>
+              <aggregation>Sum</aggregation>
+              <approx-count>3481</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Quantity</remote-name>
+              <remote-type>20</remote-type>
+              <local-name>[Quantity]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Quantity</remote-alias>
+              <ordinal>18</ordinal>
+              <family>Orders</family>
+              <local-type>integer</local-type>
+              <aggregation>Sum</aggregation>
+              <approx-count>14</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Discount</remote-name>
+              <remote-type>5</remote-type>
+              <local-name>[Discount]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Discount</remote-alias>
+              <ordinal>19</ordinal>
+              <family>Orders</family>
+              <local-type>real</local-type>
+              <aggregation>Sum</aggregation>
+              <approx-count>11</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Profit</remote-name>
+              <remote-type>5</remote-type>
+              <local-name>[Profit]</local-name>
+              <parent-name>[Orders_5CFED44866A2407C83523F1D17A5A977]</parent-name>
+              <remote-alias>Profit</remote-alias>
+              <ordinal>20</ordinal>
+              <family>Orders</family>
+              <local-type>real</local-type>
+              <aggregation>Sum</aggregation>
+              <approx-count>3859</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Orders_5CFED44866A2407C83523F1D17A5A977]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Returned</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[Returned]</local-name>
+              <parent-name>[Returns_A22EBBF72D3842FB81B49993365E8BCF]</parent-name>
+              <remote-alias>Returned</remote-alias>
+              <ordinal>21</ordinal>
+              <family>Returns</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>1</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='1' name='LEN_RUS_S2' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Returns_A22EBBF72D3842FB81B49993365E8BCF]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Order ID</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[Order ID (Returns)]</local-name>
+              <parent-name>[Returns_A22EBBF72D3842FB81B49993365E8BCF]</parent-name>
+              <remote-alias>Order ID</remote-alias>
+              <ordinal>22</ordinal>
+              <family>Returns</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>296</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='1' name='LEN_RUS_S2' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[Returns_A22EBBF72D3842FB81B49993365E8BCF]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+          </metadata-records>
+        </connection>
+      </extract>
+      <layout _.fcp.SchemaViewerObjectModel.false...dim-percentage='0.5' _.fcp.SchemaViewerObjectModel.false...measure-percentage='0.4' dim-ordering='alphabetic' measure-ordering='alphabetic' show-structure='true' />
+      <semantic-values>
+        <semantic-value key='[Country].[Name]' value='&quot;United States&quot;' />
+      </semantic-values>
+      <field-sort-info field-sort-order-type='custom-order'>
+        <field-sort-custom-order field='Row ID' />
+        <field-sort-custom-order field='Order ID' />
+        <field-sort-custom-order field='Order Date' />
+        <field-sort-custom-order field='Calculation_958422311332560899' />
+        <field-sort-custom-order field='Ship Date' />
+        <field-sort-custom-order field='Ship Mode' />
+        <field-sort-custom-order field='Customer ID' />
+        <field-sort-custom-order field='Customer Name' />
+        <field-sort-custom-order field='Segment' />
+        <field-sort-custom-order field='Country' />
+        <field-sort-custom-order field='City' />
+        <field-sort-custom-order field='State' />
+        <field-sort-custom-order field='Calculation_958422311343869962' />
+        <field-sort-custom-order field='Postal Code' />
+        <field-sort-custom-order field='Region' />
+        <field-sort-custom-order field='Product ID' />
+        <field-sort-custom-order field='Category' />
+        <field-sort-custom-order field='Sub-Category' />
+        <field-sort-custom-order field='Product Name' />
+        <field-sort-custom-order field='Sales' />
+        <field-sort-custom-order field='Quantity' />
+        <field-sort-custom-order field='Discount' />
+        <field-sort-custom-order field='Calculation_958422311333076996' />
+        <field-sort-custom-order field='Profit' />
+      </field-sort-info>
+      <datasource-dependencies datasource='Parameters'>
+        <column caption='Sales_parameter' datatype='integer' name='[Parameter 1]' param-domain-type='list' role='measure' type='quantitative' value='800'>
+          <calculation class='tableau' formula='800' />
+        </column>
+      </datasource-dependencies>
+      <_.fcp.ObjectModelEncapsulateLegacy.true...object-graph>
+        <objects>
+          <object caption='Orders' id='Orders_5CFED44866A2407C83523F1D17A5A977'>
+            <properties context=''>
+              <relation connection='excel-direct.0u1lcrf0chqjue1cnxxek0lq9eyx' name='Orders' table='[Orders$]' type='table'>
+                <columns gridOrigin='A1:U9995:no:A1:U9995:0' header='yes' outcome='6'>
+                  <column datatype='integer' name='Row ID' ordinal='0' />
+                  <column datatype='string' name='Order ID' ordinal='1' />
+                  <column datatype='date' name='Order Date' ordinal='2' />
+                  <column datatype='date' name='Ship Date' ordinal='3' />
+                  <column datatype='string' name='Ship Mode' ordinal='4' />
+                  <column datatype='string' name='Customer ID' ordinal='5' />
+                  <column datatype='string' name='Customer Name' ordinal='6' />
+                  <column datatype='string' name='Segment' ordinal='7' />
+                  <column datatype='string' name='Country' ordinal='8' />
+                  <column datatype='string' name='City' ordinal='9' />
+                  <column datatype='string' name='State' ordinal='10' />
+                  <column datatype='integer' name='Postal Code' ordinal='11' />
+                  <column datatype='string' name='Region' ordinal='12' />
+                  <column datatype='string' name='Product ID' ordinal='13' />
+                  <column datatype='string' name='Category' ordinal='14' />
+                  <column datatype='string' name='Sub-Category' ordinal='15' />
+                  <column datatype='string' name='Product Name' ordinal='16' />
+                  <column datatype='real' name='Sales' ordinal='17' />
+                  <column datatype='integer' name='Quantity' ordinal='18' />
+                  <column datatype='real' name='Discount' ordinal='19' />
+                  <column datatype='real' name='Profit' ordinal='20' />
+                </columns>
+              </relation>
+            </properties>
+            <properties context='extract'>
+              <relation name='Orders_5CFED44866A2407C83523F1D17A5A977' table='[Extract].[Orders_5CFED44866A2407C83523F1D17A5A977]' type='table' />
+            </properties>
+          </object>
+          <object caption='Returns' id='Returns_A22EBBF72D3842FB81B49993365E8BCF'>
+            <properties context=''>
+              <relation connection='excel-direct.0u1lcrf0chqjue1cnxxek0lq9eyx' name='Returns' table='[Returns$]' type='table'>
+                <columns gridOrigin='A1:B297:no:A1:B297:0' header='yes' outcome='6'>
+                  <column datatype='string' name='Returned' ordinal='0' />
+                  <column datatype='string' name='Order ID' ordinal='1' />
+                </columns>
+              </relation>
+            </properties>
+            <properties context='extract'>
+              <relation name='Returns_A22EBBF72D3842FB81B49993365E8BCF' table='[Extract].[Returns_A22EBBF72D3842FB81B49993365E8BCF]' type='table' />
+            </properties>
+          </object>
+        </objects>
+        <relationships>
+          <relationship>
+            <expression op='='>
+              <expression op='[Order ID]' />
+              <expression op='[Order ID (Returns)]' />
+            </expression>
+            <first-end-point object-id='Orders_5CFED44866A2407C83523F1D17A5A977' />
+            <second-end-point object-id='Returns_A22EBBF72D3842FB81B49993365E8BCF' />
+          </relationship>
+        </relationships>
+      </_.fcp.ObjectModelEncapsulateLegacy.true...object-graph>
+    </datasource>
+  </datasources>
+  <worksheets>
+    <worksheet name='Sheet 1'>
+      <table>
+        <view>
+          <datasources>
+            <datasource caption='Orders+ (sample_superstore)' name='federated.0we53pk191m6oe17oky530sz05rx' />
+            <datasource name='Parameters' />
+          </datasources>
+          <datasource-dependencies datasource='Parameters'>
+            <column caption='top_n' datatype='integer' name='[Quantity Parameter]' param-domain-type='range' role='measure' type='quantitative' value='2'>
+              <calculation class='tableau' formula='2' />
+              <range granularity='1' max='10' min='1' />
+            </column>
+          </datasource-dependencies>
+          <datasource-dependencies datasource='federated.0we53pk191m6oe17oky530sz05rx'>
+            <column datatype='integer' name='[Quantity]' role='measure' type='quantitative' />
+            <column datatype='string' name='[Sub-Category]' role='dimension' type='nominal' />
+            <column-instance column='[Sub-Category]' derivation='None' name='[none:Sub-Category:nk]' pivot='key' type='nominal' />
+            <column-instance column='[Quantity]' derivation='Sum' name='[sum:Quantity:qk]' pivot='key' type='quantitative' />
+          </datasource-dependencies>
+          <filter class='categorical' column='[federated.0we53pk191m6oe17oky530sz05rx].[none:Sub-Category:nk]'>
+            <groupfilter count='[Parameters].[Quantity Parameter]' end='top' function='end' units='records' user:ui-marker='end' user:ui-top-by-field='true'>
+              <groupfilter direction='DESC' expression='SUM([Quantity])' function='order' user:ui-marker='order'>
+                <groupfilter function='level-members' level='[none:Sub-Category:nk]' user:ui-enumeration='all' user:ui-marker='enumerate' />
+              </groupfilter>
+            </groupfilter>
+          </filter>
+          <computed-sort column='[federated.0we53pk191m6oe17oky530sz05rx].[none:Sub-Category:nk]' direction='DESC' using='[federated.0we53pk191m6oe17oky530sz05rx].[sum:Quantity:qk]' />
+          <slices>
+            <column>[federated.0we53pk191m6oe17oky530sz05rx].[none:Sub-Category:nk]</column>
+          </slices>
+          <aggregation value='true' />
+        </view>
+        <style />
+        <panes>
+          <pane selection-relaxation-option='selection-relaxation-allow'>
+            <view>
+              <breakdown value='auto' />
+            </view>
+            <mark class='Automatic' />
+          </pane>
+        </panes>
+        <rows>[federated.0we53pk191m6oe17oky530sz05rx].[sum:Quantity:qk]</rows>
+        <cols>[federated.0we53pk191m6oe17oky530sz05rx].[none:Sub-Category:nk]</cols>
+      </table>
+      <simple-id uuid='{4F42B825-5080-4B4C-BFD1-F66ABBE4C1E6}' />
+    </worksheet>
+    <worksheet name='Sheet 2'>
+      <table>
+        <view>
+          <datasources>
+            <datasource caption='Orders+ (sample_superstore)' name='federated.0we53pk191m6oe17oky530sz05rx' />
+          </datasources>
+          <datasource-dependencies datasource='federated.0we53pk191m6oe17oky530sz05rx'>
+            <column caption='SUM([Sales])/SUM([Profit])' datatype='real' name='[Calculation_958422311342465031]' role='measure' type='quantitative' user:unnamed='Sheet 2'>
+              <calculation class='tableau' formula='SUM([Sales])/SUM([Profit])' />
+            </column>
+            <column datatype='real' name='[Profit]' role='measure' type='quantitative' />
+            <column datatype='string' name='[Region]' role='dimension' type='nominal' />
+            <column datatype='real' name='[Sales]' role='measure' type='quantitative' />
+            <column-instance column='[Region]' derivation='None' name='[none:Region:nk]' pivot='key' type='nominal' />
+            <column-instance column='[Calculation_958422311342465031]' derivation='User' name='[usr:Calculation_958422311342465031:qk]' pivot='key' type='quantitative' />
+          </datasource-dependencies>
+          <aggregation value='true' />
+        </view>
+        <style />
+        <panes>
+          <pane selection-relaxation-option='selection-relaxation-allow'>
+            <view>
+              <breakdown value='auto' />
+            </view>
+            <mark class='Automatic' />
+          </pane>
+        </panes>
+        <rows>[federated.0we53pk191m6oe17oky530sz05rx].[none:Region:nk]</rows>
+        <cols>[federated.0we53pk191m6oe17oky530sz05rx].[usr:Calculation_958422311342465031:qk]</cols>
+      </table>
+      <simple-id uuid='{40518F94-5A23-4118-9D3E-53FC1FBF7D43}' />
+    </worksheet>
+    <worksheet name='Sheet 3'>
+      <table>
+        <view>
+          <datasources>
+            <datasource caption='Orders+ (sample_superstore)' name='federated.0we53pk191m6oe17oky530sz05rx' />
+          </datasources>
+          <datasource-dependencies datasource='federated.0we53pk191m6oe17oky530sz05rx'>
+            <column caption='Sales_region' datatype='real' name='[Calculation_958422311343869962]' role='measure' type='quantitative'>
+              <calculation class='tableau' formula='{FIXED [Region] : SUM([Sales])}' />
+            </column>
+            <column datatype='string' name='[City]' role='dimension' semantic-role='[City].[Name]' type='nominal' />
+            <column datatype='string' name='[Region]' role='dimension' type='nominal' />
+            <column datatype='real' name='[Sales]' role='measure' type='quantitative' />
+            <column-instance column='[City]' derivation='None' name='[none:City:nk]' pivot='key' type='nominal' />
+            <column-instance column='[Region]' derivation='None' name='[none:Region:nk]' pivot='key' type='nominal' />
+            <column-instance column='[Calculation_958422311343869962]' derivation='Sum' name='[sum:Calculation_958422311343869962:qk]' pivot='key' type='quantitative' />
+            <column-instance column='[Sales]' derivation='Sum' name='[sum:Sales:qk]' pivot='key' type='quantitative' />
+          </datasource-dependencies>
+          <filter class='categorical' column='[federated.0we53pk191m6oe17oky530sz05rx].[:Measure Names]'>
+            <groupfilter function='union' user:op='manual'>
+              <groupfilter function='member' level='[:Measure Names]' member='&quot;[federated.0we53pk191m6oe17oky530sz05rx].[sum:Sales:qk]&quot;' />
+              <groupfilter function='member' level='[:Measure Names]' member='&quot;[federated.0we53pk191m6oe17oky530sz05rx].[sum:Calculation_958422311343869962:qk]&quot;' />
+            </groupfilter>
+          </filter>
+          <slices>
+            <column>[federated.0we53pk191m6oe17oky530sz05rx].[:Measure Names]</column>
+          </slices>
+          <aggregation value='true' />
+        </view>
+        <style>
+          <style-rule element='cell'>
+            <format attr='width' field='[federated.0we53pk191m6oe17oky530sz05rx].[:Measure Names]' value='152' />
+          </style-rule>
+        </style>
+        <panes>
+          <pane id='1' selection-relaxation-option='selection-relaxation-allow'>
+            <view>
+              <breakdown value='auto' />
+            </view>
+            <mark class='Automatic' />
+            <encodings>
+              <text column='[federated.0we53pk191m6oe17oky530sz05rx].[Multiple Values]' />
+            </encodings>
+            <style>
+              <style-rule element='mark'>
+                <format attr='mark-labels-cull' value='true' />
+                <format attr='mark-labels-show' value='true' />
+              </style-rule>
+              <style-rule element='pane'>
+                <format attr='minwidth' value='-1' />
+                <format attr='maxwidth' value='-1' />
+              </style-rule>
+            </style>
+          </pane>
+        </panes>
+        <rows>([federated.0we53pk191m6oe17oky530sz05rx].[none:Region:nk] / [federated.0we53pk191m6oe17oky530sz05rx].[none:City:nk])</rows>
+        <cols />
+      </table>
+      <simple-id uuid='{8D8D671A-1AFF-4213-B1F6-56060DC9C8B7}' />
+    </worksheet>
+    <worksheet name='Sheet 5'>
+      <table>
+        <view>
+          <datasources>
+            <datasource name='Clipboard_20210909T194712' />
+          </datasources>
+          <datasource-dependencies datasource='Clipboard_20210909T194712'>
+            <column caption='index' datatype='integer' name='[Calculation_958422311346888715]' role='measure' type='ordinal'>
+              <calculation class='tableau' formula='index()'>
+                <table-calc ordering-type='Rows' />
+              </calculation>
+            </column>
+            <column datatype='string' name='[Category]' role='dimension' type='nominal' />
+            <column caption='Region1' datatype='string' name='[Region]' role='dimension' type='nominal' />
+            <column datatype='real' name='[Sales]' role='measure' type='quantitative' />
+            <column datatype='string' name='[State]' role='dimension' semantic-role='[State].[Name]' type='nominal' />
+            <column-instance column='[Category]' derivation='Count' name='[cnt:Category:qk]' pivot='key' type='quantitative' />
+            <column-instance column='[Region]' derivation='None' name='[none:Region:nk]' pivot='key' type='nominal' />
+            <column-instance column='[State]' derivation='None' name='[none:State:nk]' pivot='key' type='nominal' />
+            <column-instance column='[Sales]' derivation='Sum' name='[sum:Sales:qk]' pivot='key' type='quantitative' />
+            <column-instance column='[Calculation_958422311346888715]' derivation='User' name='[usr:Calculation_958422311346888715:ok]' pivot='key' type='ordinal'>
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+              <bucket>48</bucket>
+              <bucket>49</bucket>
+            </dictionary>
+          </manual-sort>
+          <aggregation value='true' />
+        </view>
+        <style />
+        <panes>
+          <pane selection-relaxation-option='selection-relaxation-allow'>
+            <view>
+              <breakdown value='auto' />
+            </view>
+            <mark class='Automatic' />
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+        </panes>
+        <rows>([Clipboard_20210909T194712].[none:Region:nk] / ([Clipboard_20210909T194712].[none:State:nk] / [Clipboard_20210909T194712].[usr:Calculation_958422311346888715:ok]))</rows>
+        <cols>[Clipboard_20210909T194712].[sum:Sales:qk]</cols>
+      </table>
+      <simple-id uuid='{ACC63141-F4C1-4301-AA4A-3A2D094BDEB3}' />
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+      <table>
+        <view>
+          <datasources>
+            <datasource name='Clipboard_20210909T194712' />
+            <datasource name='Parameters' />
+          </datasources>
+          <datasource-dependencies datasource='Clipboard_20210909T194712'>
+            <column caption='Rank' datatype='boolean' name='[Calculation_958422311347662860]' role='measure' type='nominal'>
+              <calculation class='tableau' formula='rank(SUM([Sales]), &apos;desc&apos;) &lt;= [Parameters].[Quantity Parameter]'>
+                <table-calc ordering-type='Rows' />
+              </calculation>
+            </column>
+            <column caption='Region1' datatype='string' name='[Region]' role='dimension' type='nominal' />
+            <column datatype='real' name='[Sales]' role='measure' type='quantitative' />
+            <column datatype='string' name='[State]' role='dimension' semantic-role='[State].[Name]' type='nominal' />
+            <column-instance column='[Region]' derivation='None' name='[none:Region:nk]' pivot='key' type='nominal' />
+            <column-instance column='[State]' derivation='None' name='[none:State:nk]' pivot='key' type='nominal' />
+            <column-instance column='[Sales]' derivation='Sum' name='[sum:Sales:qk]' pivot='key' type='quantitative' />
+            <column-instance column='[Calculation_958422311347662860]' derivation='User' name='[usr:Calculation_958422311347662860:nk:3]' pivot='key' type='nominal'>
+              <table-calc level-break='[Clipboard_20210909T194712].[none:State:nk]' ordering-type='Field'>
+                <order field='[Clipboard_20210909T194712].[none:Region:nk]' />
+                <order field='[Clipboard_20210909T194712].[none:State:nk]' />
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+            </column-instance>
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+                <order field='[Clipboard_20210909T194712].[State]' />
+              </table-calc>
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+          <datasource-dependencies datasource='Parameters'>
+            <column caption='top_n' datatype='integer' name='[Quantity Parameter]' param-domain-type='range' role='measure' type='quantitative' value='2'>
+              <calculation class='tableau' formula='2' />
+              <range granularity='1' max='10' min='1' />
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+        <cols>[Clipboard_20210909T194712].[sum:Sales:qk]</cols>
+      </table>
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+      <simple-id uuid='{E0237248-7296-407A-90FE-56E9A0E81BC5}' />
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+      <cards>
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+            <card type='filters' />
+            <card type='marks' />
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+    <thumbnail height='159' name='Sheet 2' width='192'>
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+    </thumbnail>
+    <thumbnail height='192' name='Sheet 3' width='192'>
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diff --git a/files_for_lab/Solutions_a_b_testing_results.twb b/files_for_lab/Solutions_a_b_testing_results.twb
new file mode 100644
index 0000000..2615b78
--- /dev/null
+++ b/files_for_lab/Solutions_a_b_testing_results.twb
@@ -0,0 +1,2241 @@
+<?xml version='1.0' encoding='utf-8' ?>
+
+<!-- build 20212.21.0605.1023                               -->
+<workbook original-version='18.1' source-build='2021.2.0 (20212.21.0605.1023)' source-platform='mac' version='18.1' xml:base='https://public.tableau.com' xmlns:user='http://www.tableausoftware.com/xml/user'>
+  <document-format-change-manifest>
+    <_.fcp.AnimationOnByDefault.true...AnimationOnByDefault />
+    <_.fcp.MarkAnimation.true...MarkAnimation />
+    <_.fcp.ObjectModelEncapsulateLegacy.true...ObjectModelEncapsulateLegacy />
+    <_.fcp.ObjectModelExtractV2.true...ObjectModelExtractV2 />
+    <_.fcp.ObjectModelTableType.true...ObjectModelTableType />
+    <_.fcp.SchemaViewerObjectModel.true...SchemaViewerObjectModel />
+    <SheetIdentifierTracking />
+    <SortTagCleanup />
+    <WindowsPersistSimpleIdentifiers />
+  </document-format-change-manifest>
+  <repository-location id='Solutions_a_b_testing_results' path='/workbooks' revision='1.0' />
+  <preferences>
+    <preference name='ui.encoding.shelf.height' value='24' />
+    <preference name='ui.shelf.height' value='26' />
+  </preferences>
+  <_.fcp.AnimationOnByDefault.false...style>
+    <_.fcp.AnimationOnByDefault.false..._.fcp.MarkAnimation.true...style-rule element='animation'>
+      <_.fcp.AnimationOnByDefault.false...format attr='animation-on' value='ao-on' />
+    </_.fcp.AnimationOnByDefault.false..._.fcp.MarkAnimation.true...style-rule>
+  </_.fcp.AnimationOnByDefault.false...style>
+  <datasources>
+    <datasource hasconnection='false' inline='true' name='Parameters' version='18.1'>
+      <aliases enabled='yes' />
+      <column caption='Process_steps' datatype='string' name='[Parameter 1]' param-domain-type='list' role='measure' type='nominal' value='&quot;start&quot;'>
+        <calculation class='tableau' formula='&quot;start&quot;' />
+        <members>
+          <member value='&quot;start&quot;' />
+          <member value='&quot;step_1&quot;' />
+          <member value='&quot;step_2&quot;' />
+          <member value='&quot;step_3&quot;' />
+          <member value='&quot;confirm&quot;' />
+        </members>
+      </column>
+    </datasource>
+    <datasource caption='abTesting' inline='true' name='federated.0tvk5ai06aphg7174rn8k14mbn0s' version='18.1'>
+      <connection class='federated'>
+        <named-connections>
+          <named-connection caption='abTesting' name='textscan.0a48aei07e48fo18hr0br1wvuaaz'>
+            <connection class='textscan' directory='/Users/yuriawano/lab-grouping-data/files_for_lab' filename='abTesting.csv' password='' server='' workgroup-auth-mode='as-is' />
+          </named-connection>
+        </named-connections>
+        <_.fcp.ObjectModelEncapsulateLegacy.false...relation connection='textscan.0a48aei07e48fo18hr0br1wvuaaz' name='abTesting.csv' table='[abTesting#csv]' type='table'>
+          <columns character-set='UTF-8' header='yes' locale='en_US' separator=','>
+            <column datatype='integer' name='client_id' ordinal='0' />
+            <column datatype='string' name='visitor_id' ordinal='1' />
+            <column datatype='string' name='visit_id' ordinal='2' />
+            <column datatype='string' name='process_step' ordinal='3' />
+            <column datatype='datetime' name='date_time' ordinal='4' />
+            <column datatype='integer' name='clnt_tenure_yr' ordinal='5' />
+            <column datatype='integer' name='clnt_tenure_mnth' ordinal='6' />
+            <column datatype='real' name='clnt_age' ordinal='7' />
+            <column datatype='string' name='gendr' ordinal='8' />
+            <column datatype='integer' name='num_accts' ordinal='9' />
+            <column datatype='real' name='bal' ordinal='10' />
+            <column datatype='integer' name='calls_6_mnth' ordinal='11' />
+            <column datatype='integer' name='logons_6_mnth' ordinal='12' />
+            <column datatype='string' name='Variation' ordinal='13' />
+          </columns>
+        </_.fcp.ObjectModelEncapsulateLegacy.false...relation>
+        <_.fcp.ObjectModelEncapsulateLegacy.true...relation connection='textscan.0a48aei07e48fo18hr0br1wvuaaz' name='abTesting.csv' table='[abTesting#csv]' type='table'>
+          <columns character-set='UTF-8' header='yes' locale='en_US' separator=','>
+            <column datatype='integer' name='client_id' ordinal='0' />
+            <column datatype='string' name='visitor_id' ordinal='1' />
+            <column datatype='string' name='visit_id' ordinal='2' />
+            <column datatype='string' name='process_step' ordinal='3' />
+            <column datatype='datetime' name='date_time' ordinal='4' />
+            <column datatype='integer' name='clnt_tenure_yr' ordinal='5' />
+            <column datatype='integer' name='clnt_tenure_mnth' ordinal='6' />
+            <column datatype='real' name='clnt_age' ordinal='7' />
+            <column datatype='string' name='gendr' ordinal='8' />
+            <column datatype='integer' name='num_accts' ordinal='9' />
+            <column datatype='real' name='bal' ordinal='10' />
+            <column datatype='integer' name='calls_6_mnth' ordinal='11' />
+            <column datatype='integer' name='logons_6_mnth' ordinal='12' />
+            <column datatype='string' name='Variation' ordinal='13' />
+          </columns>
+        </_.fcp.ObjectModelEncapsulateLegacy.true...relation>
+        <metadata-records>
+          <metadata-record class='capability'>
+            <remote-name />
+            <remote-type>0</remote-type>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias />
+            <aggregation>Count</aggregation>
+            <contains-null>true</contains-null>
+            <attributes>
+              <attribute datatype='string' name='character-set'>&quot;UTF-8&quot;</attribute>
+              <attribute datatype='string' name='collation'>&quot;en_US&quot;</attribute>
+              <attribute datatype='string' name='field-delimiter'>&quot;,&quot;</attribute>
+              <attribute datatype='string' name='header-row'>&quot;true&quot;</attribute>
+              <attribute datatype='string' name='locale'>&quot;en_US&quot;</attribute>
+              <attribute datatype='string' name='single-char'>&quot;&quot;</attribute>
+            </attributes>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>client_id</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[client_id]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>client_id</remote-alias>
+            <ordinal>0</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>visitor_id</remote-name>
+            <remote-type>129</remote-type>
+            <local-name>[visitor_id]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>visitor_id</remote-alias>
+            <ordinal>1</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <scale>1</scale>
+            <width>1073741823</width>
+            <contains-null>true</contains-null>
+            <collation flag='0' name='LEN_RUS' />
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>visit_id</remote-name>
+            <remote-type>129</remote-type>
+            <local-name>[visit_id]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>visit_id</remote-alias>
+            <ordinal>2</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <scale>1</scale>
+            <width>1073741823</width>
+            <contains-null>true</contains-null>
+            <collation flag='0' name='LEN_RUS' />
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>process_step</remote-name>
+            <remote-type>129</remote-type>
+            <local-name>[process_step]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>process_step</remote-alias>
+            <ordinal>3</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <scale>1</scale>
+            <width>1073741823</width>
+            <contains-null>true</contains-null>
+            <collation flag='0' name='LEN_RUS' />
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>date_time</remote-name>
+            <remote-type>135</remote-type>
+            <local-name>[date_time]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>date_time</remote-alias>
+            <ordinal>4</ordinal>
+            <local-type>datetime</local-type>
+            <aggregation>Year</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>clnt_tenure_yr</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[clnt_tenure_yr]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>clnt_tenure_yr</remote-alias>
+            <ordinal>5</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>clnt_tenure_mnth</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[clnt_tenure_mnth]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>clnt_tenure_mnth</remote-alias>
+            <ordinal>6</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>clnt_age</remote-name>
+            <remote-type>5</remote-type>
+            <local-name>[clnt_age]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>clnt_age</remote-alias>
+            <ordinal>7</ordinal>
+            <local-type>real</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>gendr</remote-name>
+            <remote-type>129</remote-type>
+            <local-name>[gendr]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>gendr</remote-alias>
+            <ordinal>8</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <scale>1</scale>
+            <width>1073741823</width>
+            <contains-null>true</contains-null>
+            <collation flag='0' name='LEN_RUS' />
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>num_accts</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[num_accts]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>num_accts</remote-alias>
+            <ordinal>9</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>bal</remote-name>
+            <remote-type>5</remote-type>
+            <local-name>[bal]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>bal</remote-alias>
+            <ordinal>10</ordinal>
+            <local-type>real</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>calls_6_mnth</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[calls_6_mnth]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>calls_6_mnth</remote-alias>
+            <ordinal>11</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>logons_6_mnth</remote-name>
+            <remote-type>20</remote-type>
+            <local-name>[logons_6_mnth]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>logons_6_mnth</remote-alias>
+            <ordinal>12</ordinal>
+            <local-type>integer</local-type>
+            <aggregation>Sum</aggregation>
+            <contains-null>true</contains-null>
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+          <metadata-record class='column'>
+            <remote-name>Variation</remote-name>
+            <remote-type>129</remote-type>
+            <local-name>[Variation]</local-name>
+            <parent-name>[abTesting.csv]</parent-name>
+            <remote-alias>Variation</remote-alias>
+            <ordinal>13</ordinal>
+            <local-type>string</local-type>
+            <aggregation>Count</aggregation>
+            <scale>1</scale>
+            <width>1073741823</width>
+            <contains-null>true</contains-null>
+            <collation flag='0' name='LEN_RUS' />
+            <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+          </metadata-record>
+        </metadata-records>
+      </connection>
+      <aliases enabled='yes' />
+      <column caption='Process_steps_separation' datatype='boolean' name='[Calculation_1075797376853929985]' role='dimension' type='nominal'>
+        <calculation class='tableau' formula='[process_step] = [Parameters].[Parameter 1] OR [Parameters].[Parameter 1] = &apos;All&apos;' />
+      </column>
+      <column datatype='string' name='[Clnt Age (group)]' role='dimension' type='nominal'>
+        <calculation class='categorical-bin' column='[clnt_age]' new-bin='true'>
+          <bin default-name='false' value='&quot;Group 1&quot;'>
+            <value>17.0</value>
+            <value>17.5</value>
+            <value>18.0</value>
+            <value>18.5</value>
+            <value>19.0</value>
+            <value>19.5</value>
+            <value>20.0</value>
+            <value>20.5</value>
+            <value>21.0</value>
+            <value>21.5</value>
+            <value>22.0</value>
+            <value>22.5</value>
+            <value>23.0</value>
+            <value>23.5</value>
+            <value>24.0</value>
+            <value>24.5</value>
+            <value>25.0</value>
+            <value>25.5</value>
+            <value>26.0</value>
+            <value>26.5</value>
+            <value>27.0</value>
+            <value>27.5</value>
+            <value>28.0</value>
+            <value>28.5</value>
+            <value>29.0</value>
+            <value>29.5</value>
+            <value>30.0</value>
+            <value>30.5</value>
+          </bin>
+          <bin default-name='false' value='&quot;Group 2&quot;'>
+            <value>31.0</value>
+            <value>31.5</value>
+            <value>32.0</value>
+            <value>32.5</value>
+            <value>33.0</value>
+            <value>33.5</value>
+            <value>34.0</value>
+            <value>34.5</value>
+            <value>35.0</value>
+            <value>35.5</value>
+            <value>36.0</value>
+            <value>36.5</value>
+            <value>37.0</value>
+            <value>37.5</value>
+            <value>38.0</value>
+            <value>38.5</value>
+            <value>39.0</value>
+            <value>39.5</value>
+            <value>40.0</value>
+            <value>40.5</value>
+          </bin>
+          <bin default-name='false' value='&quot;Group 3&quot;'>
+            <value>41.0</value>
+            <value>41.5</value>
+            <value>42.0</value>
+            <value>42.5</value>
+            <value>43.0</value>
+            <value>43.5</value>
+            <value>44.0</value>
+            <value>44.5</value>
+            <value>45.0</value>
+            <value>45.5</value>
+            <value>46.0</value>
+            <value>46.5</value>
+            <value>47.0</value>
+            <value>47.5</value>
+            <value>48.0</value>
+            <value>48.5</value>
+            <value>49.0</value>
+            <value>49.5</value>
+            <value>50.0</value>
+            <value>50.5</value>
+            <value>51.0</value>
+            <value>51.5</value>
+            <value>52.0</value>
+            <value>52.5</value>
+            <value>53.0</value>
+            <value>53.5</value>
+            <value>54.0</value>
+            <value>54.5</value>
+            <value>55.0</value>
+            <value>55.5</value>
+          </bin>
+          <bin default-name='false' value='&quot;Group 4&quot;'>
+            <value>56.0</value>
+            <value>56.5</value>
+            <value>57.0</value>
+            <value>57.5</value>
+            <value>58.0</value>
+            <value>58.5</value>
+            <value>59.0</value>
+            <value>59.5</value>
+            <value>60.0</value>
+            <value>60.5</value>
+            <value>61.0</value>
+            <value>61.5</value>
+            <value>62.0</value>
+            <value>62.5</value>
+            <value>63.0</value>
+            <value>63.5</value>
+            <value>64.0</value>
+            <value>64.5</value>
+            <value>65.0</value>
+            <value>65.5</value>
+            <value>66.0</value>
+            <value>66.5</value>
+            <value>67.0</value>
+            <value>67.5</value>
+            <value>68.0</value>
+            <value>68.5</value>
+            <value>69.0</value>
+            <value>69.5</value>
+            <value>70.0</value>
+            <value>70.5</value>
+          </bin>
+          <bin default-name='false' value='&quot;Group 5&quot;'>
+            <value>71.0</value>
+            <value>71.5</value>
+            <value>72.0</value>
+            <value>72.5</value>
+            <value>73.0</value>
+            <value>73.5</value>
+            <value>74.0</value>
+            <value>74.5</value>
+            <value>75.0</value>
+            <value>75.5</value>
+            <value>76.0</value>
+            <value>76.5</value>
+            <value>77.0</value>
+            <value>77.5</value>
+            <value>78.0</value>
+            <value>78.5</value>
+            <value>79.0</value>
+            <value>79.5</value>
+            <value>80.0</value>
+            <value>80.5</value>
+            <value>81.0</value>
+            <value>81.5</value>
+            <value>82.0</value>
+            <value>82.5</value>
+            <value>83.0</value>
+            <value>83.5</value>
+            <value>84.0</value>
+            <value>84.5</value>
+            <value>85.0</value>
+            <value>85.5</value>
+            <value>86.0</value>
+            <value>86.5</value>
+            <value>87.0</value>
+            <value>87.5</value>
+            <value>88.0</value>
+            <value>88.5</value>
+            <value>89.0</value>
+            <value>89.5</value>
+            <value>90.0</value>
+            <value>90.5</value>
+            <value>91.0</value>
+            <value>91.5</value>
+            <value>92.0</value>
+            <value>92.5</value>
+            <value>93.0</value>
+            <value>93.5</value>
+            <value>94.0</value>
+            <value>94.5</value>
+            <value>95.5</value>
+            <value>96.0</value>
+          </bin>
+        </calculation>
+      </column>
+      <_.fcp.ObjectModelTableType.true...column caption='abTesting.csv' datatype='table' name='[__tableau_internal_object_id__].[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]' role='measure' type='quantitative' />
+      <column caption='Bal' datatype='real' name='[bal]' role='measure' type='quantitative' />
+      <column caption='Calls 6 Mnth' datatype='integer' name='[calls_6_mnth]' role='measure' type='quantitative' />
+      <column caption='Client Id' datatype='integer' name='[client_id]' role='dimension' type='ordinal' />
+      <column caption='Clnt Age' datatype='real' name='[clnt_age]' role='measure' type='quantitative' />
+      <column caption='Clnt Tenure Mnth' datatype='integer' name='[clnt_tenure_mnth]' role='measure' type='quantitative' />
+      <column caption='Clnt Tenure Yr' datatype='integer' name='[clnt_tenure_yr]' role='dimension' type='quantitative' />
+      <column caption='Date Time' datatype='datetime' name='[date_time]' role='dimension' type='ordinal' />
+      <column caption='Gendr' datatype='string' name='[gendr]' role='dimension' type='nominal' />
+      <column caption='Logons 6 Mnth' datatype='integer' name='[logons_6_mnth]' role='measure' type='quantitative' />
+      <column caption='Num Accts' datatype='integer' name='[num_accts]' role='measure' type='quantitative' />
+      <column caption='Process Step' datatype='string' name='[process_step]' role='dimension' type='nominal' />
+      <column caption='Visit Id' datatype='string' name='[visit_id]' role='dimension' type='nominal' />
+      <column caption='Visitor Id' datatype='string' name='[visitor_id]' role='dimension' type='nominal' />
+      <extract _.fcp.ObjectModelExtractV2.true...object-id='' count='-1' enabled='true' units='records'>
+        <connection access_mode='readonly' authentication='auth-none' author-locale='en_US' class='hyper' dbname='/Users/yuriawano/Documents/My Tableau Repository/Datasources/abTesting.hyper' default-settings='yes' schema='Extract' sslmode='' tablename='Extract' update-time='09/10/2021 10:43:57 AM' username='tableau_internal_user'>
+          <_.fcp.ObjectModelEncapsulateLegacy.false...relation name='Extract' table='[Extract].[Extract]' type='table' />
+          <_.fcp.ObjectModelEncapsulateLegacy.true...relation name='Extract' table='[Extract].[Extract]' type='table' />
+          <refresh>
+            <refresh-event add-from-file-path='abTesting' increment-value='%null%' refresh-type='create' rows-inserted='321195' timestamp-start='2021-09-10 10:43:57.755' />
+          </refresh>
+          <metadata-records>
+            <metadata-record class='column'>
+              <remote-name>client_id</remote-name>
+              <remote-type>20</remote-type>
+              <local-name>[client_id]</local-name>
+              <parent-name>[Extract]</parent-name>
+              <remote-alias>client_id</remote-alias>
+              <ordinal>0</ordinal>
+              <family>abTesting.csv</family>
+              <local-type>integer</local-type>
+              <aggregation>Sum</aggregation>
+              <approx-count>100232</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>visitor_id</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[visitor_id]</local-name>
+              <parent-name>[Extract]</parent-name>
+              <remote-alias>visitor_id</remote-alias>
+              <ordinal>1</ordinal>
+              <family>abTesting.csv</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>108027</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='0' name='LEN_RUS' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>visit_id</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[visit_id]</local-name>
+              <parent-name>[Extract]</parent-name>
+              <remote-alias>visit_id</remote-alias>
+              <ordinal>2</ordinal>
+              <family>abTesting.csv</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>124566</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='0' name='LEN_RUS' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>process_step</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[process_step]</local-name>
+              <parent-name>[Extract]</parent-name>
+              <remote-alias>process_step</remote-alias>
+              <ordinal>3</ordinal>
+              <family>abTesting.csv</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>5</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='0' name='LEN_RUS' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>date_time</remote-name>
+              <remote-type>135</remote-type>
+              <local-name>[date_time]</local-name>
+              <parent-name>[Extract]</parent-name>
+              <remote-alias>date_time</remote-alias>
+              <ordinal>4</ordinal>
+              <family>abTesting.csv</family>
+              <local-type>datetime</local-type>
+              <aggregation>Year</aggregation>
+              <approx-count>76952</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>clnt_tenure_yr</remote-name>
+              <remote-type>20</remote-type>
+              <local-name>[clnt_tenure_yr]</local-name>
+              <parent-name>[Extract]</parent-name>
+              <remote-alias>clnt_tenure_yr</remote-alias>
+              <ordinal>5</ordinal>
+              <family>abTesting.csv</family>
+              <local-type>integer</local-type>
+              <aggregation>Sum</aggregation>
+              <approx-count>67</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>clnt_tenure_mnth</remote-name>
+              <remote-type>20</remote-type>
+              <local-name>[clnt_tenure_mnth]</local-name>
+              <parent-name>[Extract]</parent-name>
+              <remote-alias>clnt_tenure_mnth</remote-alias>
+              <ordinal>6</ordinal>
+              <family>abTesting.csv</family>
+              <local-type>integer</local-type>
+              <aggregation>Sum</aggregation>
+              <approx-count>1188</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>clnt_age</remote-name>
+              <remote-type>5</remote-type>
+              <local-name>[clnt_age]</local-name>
+              <parent-name>[Extract]</parent-name>
+              <remote-alias>clnt_age</remote-alias>
+              <ordinal>7</ordinal>
+              <family>abTesting.csv</family>
+              <local-type>real</local-type>
+              <aggregation>Sum</aggregation>
+              <approx-count>273</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>gendr</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[gendr]</local-name>
+              <parent-name>[Extract]</parent-name>
+              <remote-alias>gendr</remote-alias>
+              <ordinal>8</ordinal>
+              <family>abTesting.csv</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>3</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='0' name='LEN_RUS' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>num_accts</remote-name>
+              <remote-type>20</remote-type>
+              <local-name>[num_accts]</local-name>
+              <parent-name>[Extract]</parent-name>
+              <remote-alias>num_accts</remote-alias>
+              <ordinal>9</ordinal>
+              <family>abTesting.csv</family>
+              <local-type>integer</local-type>
+              <aggregation>Sum</aggregation>
+              <approx-count>5</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>bal</remote-name>
+              <remote-type>5</remote-type>
+              <local-name>[bal]</local-name>
+              <parent-name>[Extract]</parent-name>
+              <remote-alias>bal</remote-alias>
+              <ordinal>10</ordinal>
+              <family>abTesting.csv</family>
+              <local-type>real</local-type>
+              <aggregation>Sum</aggregation>
+              <approx-count>100232</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>calls_6_mnth</remote-name>
+              <remote-type>20</remote-type>
+              <local-name>[calls_6_mnth]</local-name>
+              <parent-name>[Extract]</parent-name>
+              <remote-alias>calls_6_mnth</remote-alias>
+              <ordinal>11</ordinal>
+              <family>abTesting.csv</family>
+              <local-type>integer</local-type>
+              <aggregation>Sum</aggregation>
+              <approx-count>7</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>logons_6_mnth</remote-name>
+              <remote-type>20</remote-type>
+              <local-name>[logons_6_mnth]</local-name>
+              <parent-name>[Extract]</parent-name>
+              <remote-alias>logons_6_mnth</remote-alias>
+              <ordinal>12</ordinal>
+              <family>abTesting.csv</family>
+              <local-type>integer</local-type>
+              <aggregation>Sum</aggregation>
+              <approx-count>7</approx-count>
+              <contains-null>true</contains-null>
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+            <metadata-record class='column'>
+              <remote-name>Variation</remote-name>
+              <remote-type>129</remote-type>
+              <local-name>[Variation]</local-name>
+              <parent-name>[Extract]</parent-name>
+              <remote-alias>Variation</remote-alias>
+              <ordinal>13</ordinal>
+              <family>abTesting.csv</family>
+              <local-type>string</local-type>
+              <aggregation>Count</aggregation>
+              <approx-count>2</approx-count>
+              <contains-null>true</contains-null>
+              <collation flag='0' name='LEN_RUS' />
+              <_.fcp.ObjectModelEncapsulateLegacy.true...object-id>[abTesting.csv_5A6CA828EDE24B4698A5854DA564A638]</_.fcp.ObjectModelEncapsulateLegacy.true...object-id>
+            </metadata-record>
+          </metadata-records>
+        </connection>
+      </extract>
+      <layout _.fcp.SchemaViewerObjectModel.false...dim-percentage='0.5' _.fcp.SchemaViewerObjectModel.false...measure-percentage='0.4' dim-ordering='alphabetic' measure-ordering='alphabetic' show-structure='true' />
+      <semantic-values>
+        <semantic-value key='[Country].[Name]' value='&quot;United States&quot;' />
+      </semantic-values>
+      <datasource-dependencies datasource='Parameters'>
+        <column caption='Process_steps' datatype='string' name='[Parameter 1]' param-domain-type='list' role='measure' type='nominal' value='&quot;start&quot;'>
+          <calculation class='tableau' formula='&quot;start&quot;' />
+        </column>
+      </datasource-dependencies>
+      <_.fcp.ObjectModelEncapsulateLegacy.true...object-graph>
+        <objects>
+          <object caption='abTesting.csv' id='abTesting.csv_5A6CA828EDE24B4698A5854DA564A638'>
+            <properties context=''>
+              <relation connection='textscan.0a48aei07e48fo18hr0br1wvuaaz' name='abTesting.csv' table='[abTesting#csv]' type='table'>
+                <columns character-set='UTF-8' header='yes' locale='en_US' separator=','>
+                  <column datatype='integer' name='client_id' ordinal='0' />
+                  <column datatype='string' name='visitor_id' ordinal='1' />
+                  <column datatype='string' name='visit_id' ordinal='2' />
+                  <column datatype='string' name='process_step' ordinal='3' />
+                  <column datatype='datetime' name='date_time' ordinal='4' />
+                  <column datatype='integer' name='clnt_tenure_yr' ordinal='5' />
+                  <column datatype='integer' name='clnt_tenure_mnth' ordinal='6' />
+                  <column datatype='real' name='clnt_age' ordinal='7' />
+                  <column datatype='string' name='gendr' ordinal='8' />
+                  <column datatype='integer' name='num_accts' ordinal='9' />
+                  <column datatype='real' name='bal' ordinal='10' />
+                  <column datatype='integer' name='calls_6_mnth' ordinal='11' />
+                  <column datatype='integer' name='logons_6_mnth' ordinal='12' />
+                  <column datatype='string' name='Variation' ordinal='13' />
+                </columns>
+              </relation>
+            </properties>
+            <properties context='extract'>
+              <relation name='Extract' table='[Extract].[Extract]' type='table' />
+            </properties>
+          </object>
+        </objects>
+      </_.fcp.ObjectModelEncapsulateLegacy.true...object-graph>
+    </datasource>
+  </datasources>
+  <worksheets>
+    <worksheet name='1. Participants at each stage: Control vs Test'>
+      <table>
+        <view>
+          <datasources>
+            <datasource caption='abTesting' name='federated.0tvk5ai06aphg7174rn8k14mbn0s' />
+          </datasources>
+          <datasource-dependencies datasource='federated.0tvk5ai06aphg7174rn8k14mbn0s'>
+            <column datatype='string' name='[Variation]' role='dimension' type='nominal' />
+            <column-instance column='[Variation]' derivation='Count' name='[cnt:Variation:qk]' pivot='key' type='quantitative' />
+            <column-instance column='[Variation]' derivation='None' name='[none:Variation:nk]' pivot='key' type='nominal' />
+            <column-instance column='[process_step]' derivation='None' name='[none:process_step:nk]' pivot='key' type='nominal' />
+            <column caption='Process Step' datatype='string' name='[process_step]' role='dimension' type='nominal' />
+          </datasource-dependencies>
+          <manual-sort column='[federated.0tvk5ai06aphg7174rn8k14mbn0s].[none:process_step:nk]' direction='ASC'>
+            <dictionary>
+              <bucket>&quot;start&quot;</bucket>
+              <bucket>&quot;step_1&quot;</bucket>
+              <bucket>&quot;step_2&quot;</bucket>
+              <bucket>&quot;step_3&quot;</bucket>
+              <bucket>&quot;confirm&quot;</bucket>
+            </dictionary>
+          </manual-sort>
+          <aggregation value='true' />
+        </view>
+        <style />
+        <panes>
+          <pane selection-relaxation-option='selection-relaxation-allow'>
+            <view>
+              <breakdown value='auto' />
+            </view>
+            <mark class='Automatic' />
+            <encodings>
+              <color column='[federated.0tvk5ai06aphg7174rn8k14mbn0s].[none:Variation:nk]' />
+              <text column='[federated.0tvk5ai06aphg7174rn8k14mbn0s].[cnt:Variation:qk]' />
+            </encodings>
+            <style>
+              <style-rule element='mark'>
+                <format attr='mark-labels-cull' value='true' />
+                <format attr='mark-labels-show' value='true' />
+              </style-rule>
+            </style>
+          </pane>
+        </panes>
+        <rows>[federated.0tvk5ai06aphg7174rn8k14mbn0s].[cnt:Variation:qk]</rows>
+        <cols>([federated.0tvk5ai06aphg7174rn8k14mbn0s].[none:Variation:nk] / [federated.0tvk5ai06aphg7174rn8k14mbn0s].[none:process_step:nk])</cols>
+      </table>
+      <simple-id uuid='{5DDCC4A0-3046-4ADE-9AB0-38A8EAEF619A}' />
+    </worksheet>
+    <worksheet name='2. Total number of participants (1)'>
+      <table>
+        <view>
+          <datasources>
+            <datasource caption='abTesting' name='federated.0tvk5ai06aphg7174rn8k14mbn0s' />
+          </datasources>
+          <datasource-dependencies datasource='federated.0tvk5ai06aphg7174rn8k14mbn0s'>
+            <column datatype='string' name='[Variation]' role='dimension' type='nominal' />
+            <column-instance column='[Variation]' derivation='Count' name='[cnt:Variation:qk]' pivot='key' type='quantitative' />
+            <column-instance column='[Variation]' derivation='None' name='[none:Variation:nk]' pivot='key' type='nominal' />
+            <column-instance column='[Variation]' derivation='Count' name='[pcto:cnt:Variation:qk:2]' pivot='key' type='quantitative'>
+              <table-calc ordering-type='Columns' type='PctTotal' />
+            </column-instance>
+          </datasource-dependencies>
+          <aggregation value='true' />
+        </view>
+        <style />
+        <panes>
+          <pane selection-relaxation-option='selection-relaxation-allow'>
+            <view>
+              <breakdown value='auto' />
+            </view>
+            <mark class='Automatic' />
+            <encodings>
+              <text column='[federated.0tvk5ai06aphg7174rn8k14mbn0s].[pcto:cnt:Variation:qk:2]' />
+            </encodings>
+            <style>
+              <style-rule element='mark'>
+                <format attr='mark-labels-show' value='true' />
+                <format attr='mark-labels-cull' value='true' />
+              </style-rule>
+            </style>
+          </pane>
+        </panes>
+        <rows>[federated.0tvk5ai06aphg7174rn8k14mbn0s].[none:Variation:nk]</rows>
+        <cols>[federated.0tvk5ai06aphg7174rn8k14mbn0s].[cnt:Variation:qk]</cols>
+      </table>
+      <simple-id uuid='{35CBB393-6080-4634-8DA1-3444C4432CD0}' />
+    </worksheet>
+    <worksheet name='2. Total number of participants (2)'>
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+            <column-instance column='[Variation]' derivation='None' name='[none:Variation:nk]' pivot='key' type='nominal' />
+            <column-instance column='[process_step]' derivation='None' name='[none:process_step:nk]' pivot='key' type='nominal' />
+            <column-instance column='[Variation]' derivation='Count' name='[pcto:cnt:Variation:qk]' pivot='key' type='quantitative'>
+              <table-calc ordering-type='Rows' type='PctTotal' />
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+          <manual-sort column='[federated.0tvk5ai06aphg7174rn8k14mbn0s].[none:process_step:nk]' direction='ASC'>
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+              <bucket>&quot;step_2&quot;</bucket>
+              <bucket>&quot;step_3&quot;</bucket>
+              <bucket>&quot;confirm&quot;</bucket>
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+          <aggregation value='true' />
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+        <style />
+        <panes>
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+            <encodings>
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+              <text column='[federated.0tvk5ai06aphg7174rn8k14mbn0s].[pcto:cnt:Variation:qk]' />
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+                <format attr='mark-labels-show' value='true' />
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+      </table>
+      <simple-id uuid='{7030542B-2D36-4FD1-99A6-867B5DFBB779}' />
+    </worksheet>
+    <worksheet name='3. Total number of participants by gender'>
+      <table>
+        <view>
+          <datasources>
+            <datasource caption='abTesting' name='federated.0tvk5ai06aphg7174rn8k14mbn0s' />
+            <datasource name='Parameters' />
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+          <datasource-dependencies datasource='Parameters'>
+            <column caption='Process_steps' datatype='string' name='[Parameter 1]' param-domain-type='list' role='measure' type='nominal' value='&quot;start&quot;'>
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+            </column>
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+          <datasource-dependencies datasource='federated.0tvk5ai06aphg7174rn8k14mbn0s'>
+            <column caption='Process_steps_separation' datatype='boolean' name='[Calculation_1075797376853929985]' role='dimension' type='nominal'>
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+            <column datatype='string' name='[Variation]' role='dimension' type='nominal' />
+            <column-instance column='[Variation]' derivation='Count' name='[cnt:Variation:qk]' pivot='key' type='quantitative' />
+            <column caption='Gendr' datatype='string' name='[gendr]' role='dimension' type='nominal' />
+            <column-instance column='[Calculation_1075797376853929985]' derivation='None' name='[none:Calculation_1075797376853929985:nk]' pivot='key' type='nominal' />
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+            <column-instance column='[gendr]' derivation='None' name='[none:gendr:nk]' pivot='key' type='nominal' />
+            <column-instance column='[process_step]' derivation='None' name='[none:process_step:nk]' pivot='key' type='nominal' />
+            <column-instance column='[Variation]' derivation='Count' name='[pcto:cnt:Variation:qk:5]' pivot='key' type='quantitative'>
+              <table-calc ordering-type='Field' type='PctTotal'>
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+                <order field='[federated.0tvk5ai06aphg7174rn8k14mbn0s].[gendr]' />
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+            <groupfilter function='union' user:ui-domain='relevant' user:ui-enumeration='inclusive' user:ui-marker='enumerate'>
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+              <groupfilter function='member' level='[none:gendr:nk]' member='&quot;M&quot;' />
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+              <bucket>&quot;step_2&quot;</bucket>
+              <bucket>&quot;step_3&quot;</bucket>
+              <bucket>&quot;confirm&quot;</bucket>
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+            <column>[federated.0tvk5ai06aphg7174rn8k14mbn0s].[none:gendr:nk]</column>
+            <column>[federated.0tvk5ai06aphg7174rn8k14mbn0s].[none:Calculation_1075797376853929985:nk]</column>
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+        <panes>
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+      </table>
+      <simple-id uuid='{82A60945-BA4B-4EEF-B37E-ABD9E87CB0BE}' />
+    </worksheet>
+    <worksheet name='4. Number of participants by genders as percentage of totals'>
+      <layout-options>
+        <title>
+          <formatted-text>
+            <run>4. Percent Total Participants by Gender: Control vs Test
+</run>
+          </formatted-text>
+        </title>
+      </layout-options>
+      <table>
+        <view>
+          <datasources>
+            <datasource caption='abTesting' name='federated.0tvk5ai06aphg7174rn8k14mbn0s' />
+            <datasource name='Parameters' />
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+            <column caption='Process_steps' datatype='string' name='[Parameter 1]' param-domain-type='list' role='measure' type='nominal' value='&quot;start&quot;'>
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+            </column>
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+            <column caption='Process_steps_separation' datatype='boolean' name='[Calculation_1075797376853929985]' role='dimension' type='nominal'>
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+            <column datatype='string' name='[Variation]' role='dimension' type='nominal' />
+            <column caption='Gendr' datatype='string' name='[gendr]' role='dimension' type='nominal' />
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+              <groupfilter function='member' level='[none:gendr:nk]' member='&quot;M&quot;' />
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+              <bucket>&quot;step_2&quot;</bucket>
+              <bucket>&quot;step_3&quot;</bucket>
+              <bucket>&quot;confirm&quot;</bucket>
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+            <column>[federated.0tvk5ai06aphg7174rn8k14mbn0s].[none:gendr:nk]</column>
+            <column>[federated.0tvk5ai06aphg7174rn8k14mbn0s].[none:Calculation_1075797376853929985:nk]</column>
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+      </table>
+      <simple-id uuid='{DA53995B-E5BF-46D0-802C-8D156A9AAD96}' />
+    </worksheet>
+    <worksheet name='5. Average balance in different age group'>
+      <layout-options>
+        <title>
+          <formatted-text>
+            <run>5. Average balance in different age group
+</run>
+          </formatted-text>
+        </title>
+      </layout-options>
+      <table>
+        <view>
+          <datasources>
+            <datasource caption='abTesting' name='federated.0tvk5ai06aphg7174rn8k14mbn0s' />
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+          <datasource-dependencies datasource='federated.0tvk5ai06aphg7174rn8k14mbn0s'>
+            <column datatype='string' name='[Clnt Age (group)]' role='dimension' type='nominal'>
+              <calculation class='categorical-bin' column='[clnt_age]' new-bin='true'>
+                <bin default-name='false' value='&quot;Group 1&quot;'>
+                  <value>17.0</value>
+                  <value>17.5</value>
+                  <value>18.0</value>
+                  <value>18.5</value>
+                  <value>19.0</value>
+                  <value>19.5</value>
+                  <value>20.0</value>
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+                  <value>21.5</value>
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+                  <value>22.5</value>
+                  <value>23.0</value>
+                  <value>23.5</value>
+                  <value>24.0</value>
+                  <value>24.5</value>
+                  <value>25.0</value>
+                  <value>25.5</value>
+                  <value>26.0</value>
+                  <value>26.5</value>
+                  <value>27.0</value>
+                  <value>27.5</value>
+                  <value>28.0</value>
+                  <value>28.5</value>
+                  <value>29.0</value>
+                  <value>29.5</value>
+                  <value>30.0</value>
+                  <value>30.5</value>
+                </bin>
+                <bin default-name='false' value='&quot;Group 2&quot;'>
+                  <value>31.0</value>
+                  <value>31.5</value>
+                  <value>32.0</value>
+                  <value>32.5</value>
+                  <value>33.0</value>
+                  <value>33.5</value>
+                  <value>34.0</value>
+                  <value>34.5</value>
+                  <value>35.0</value>
+                  <value>35.5</value>
+                  <value>36.0</value>
+                  <value>36.5</value>
+                  <value>37.0</value>
+                  <value>37.5</value>
+                  <value>38.0</value>
+                  <value>38.5</value>
+                  <value>39.0</value>
+                  <value>39.5</value>
+                  <value>40.0</value>
+                  <value>40.5</value>
+                </bin>
+                <bin default-name='false' value='&quot;Group 3&quot;'>
+                  <value>41.0</value>
+                  <value>41.5</value>
+                  <value>42.0</value>
+                  <value>42.5</value>
+                  <value>43.0</value>
+                  <value>43.5</value>
+                  <value>44.0</value>
+                  <value>44.5</value>
+                  <value>45.0</value>
+                  <value>45.5</value>
+                  <value>46.0</value>
+                  <value>46.5</value>
+                  <value>47.0</value>
+                  <value>47.5</value>
+                  <value>48.0</value>
+                  <value>48.5</value>
+                  <value>49.0</value>
+                  <value>49.5</value>
+                  <value>50.0</value>
+                  <value>50.5</value>
+                  <value>51.0</value>
+                  <value>51.5</value>
+                  <value>52.0</value>
+                  <value>52.5</value>
+                  <value>53.0</value>
+                  <value>53.5</value>
+                  <value>54.0</value>
+                  <value>54.5</value>
+                  <value>55.0</value>
+                  <value>55.5</value>
+                </bin>
+                <bin default-name='false' value='&quot;Group 4&quot;'>
+                  <value>56.0</value>
+                  <value>56.5</value>
+                  <value>57.0</value>
+                  <value>57.5</value>
+                  <value>58.0</value>
+                  <value>58.5</value>
+                  <value>59.0</value>
+                  <value>59.5</value>
+                  <value>60.0</value>
+                  <value>60.5</value>
+                  <value>61.0</value>
+                  <value>61.5</value>
+                  <value>62.0</value>
+                  <value>62.5</value>
+                  <value>63.0</value>
+                  <value>63.5</value>
+                  <value>64.0</value>
+                  <value>64.5</value>
+                  <value>65.0</value>
+                  <value>65.5</value>
+                  <value>66.0</value>
+                  <value>66.5</value>
+                  <value>67.0</value>
+                  <value>67.5</value>
+                  <value>68.0</value>
+                  <value>68.5</value>
+                  <value>69.0</value>
+                  <value>69.5</value>
+                  <value>70.0</value>
+                  <value>70.5</value>
+                </bin>
+                <bin default-name='false' value='&quot;Group 5&quot;'>
+                  <value>71.0</value>
+                  <value>71.5</value>
+                  <value>72.0</value>
+                  <value>72.5</value>
+                  <value>73.0</value>
+                  <value>73.5</value>
+                  <value>74.0</value>
+                  <value>74.5</value>
+                  <value>75.0</value>
+                  <value>75.5</value>
+                  <value>76.0</value>
+                  <value>76.5</value>
+                  <value>77.0</value>
+                  <value>77.5</value>
+                  <value>78.0</value>
+                  <value>78.5</value>
+                  <value>79.0</value>
+                  <value>79.5</value>
+                  <value>80.0</value>
+                  <value>80.5</value>
+                  <value>81.0</value>
+                  <value>81.5</value>
+                  <value>82.0</value>
+                  <value>82.5</value>
+                  <value>83.0</value>
+                  <value>83.5</value>
+                  <value>84.0</value>
+                  <value>84.5</value>
+                  <value>85.0</value>
+                  <value>85.5</value>
+                  <value>86.0</value>
+                  <value>86.5</value>
+                  <value>87.0</value>
+                  <value>87.5</value>
+                  <value>88.0</value>
+                  <value>88.5</value>
+                  <value>89.0</value>
+                  <value>89.5</value>
+                  <value>90.0</value>
+                  <value>90.5</value>
+                  <value>91.0</value>
+                  <value>91.5</value>
+                  <value>92.0</value>
+                  <value>92.5</value>
+                  <value>93.0</value>
+                  <value>93.5</value>
+                  <value>94.0</value>
+                  <value>94.5</value>
+                  <value>95.5</value>
+                  <value>96.0</value>
+                </bin>
+              </calculation>
+            </column>
+            <column-instance column='[bal]' derivation='Avg' name='[avg:bal:qk]' pivot='key' type='quantitative' />
+            <column caption='Bal' datatype='real' name='[bal]' role='measure' type='quantitative' />
+            <column caption='Clnt Age' datatype='real' name='[clnt_age]' role='measure' type='quantitative' />
+          </datasource-dependencies>
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