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SDS-DataScienceAZ-S2-20190824.twb
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SDS-DataScienceAZ-S2-20190824.twb
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<?xml version='1.0' encoding='utf-8' ?>
<!-- build 20191.19.0714.2346 -->
<workbook original-version='18.1' source-build='2019.1.6 (20191.19.0714.2346)' source-platform='mac' version='18.1' xmlns:user='http://www.tableausoftware.com/xml/user'>
<document-format-change-manifest>
<SheetIdentifierTracking />
<WindowsPersistSimpleIdentifiers />
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<preference name='ui.encoding.shelf.height' value='24' />
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<datasource caption='Churn Modelling (PART1-S2-Churn-Modelling)' inline='true' name='federated.1xictyo0k7crl210etu6m010obxk' version='18.1'>
<connection class='federated'>
<named-connections>
<named-connection caption='PART1-S2-Churn-Modelling' name='excel-direct.0lvaabc0ci8tw610aff7l1tbfrri'>
<connection class='excel-direct' cleaning='no' compat='no' dataRefreshTime='' filename='/Users/jukkan01/dev/projects/SDSCourses/datascienceandtableau/PART1-S2-Churn-Modelling.xlsx' interpretationMode='0' password='' server='' validate='no' />
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<relation connection='excel-direct.0lvaabc0ci8tw610aff7l1tbfrri' name='Churn Modelling' table='['Churn Modelling$']' type='table'>
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<column datatype='integer' name='RowNumber' ordinal='0' />
<column datatype='integer' name='CustomerId' ordinal='1' />
<column datatype='string' name='Surname' ordinal='2' />
<column datatype='integer' name='CreditScore' ordinal='3' />
<column datatype='string' name='Geography' ordinal='4' />
<column datatype='string' name='Gender' ordinal='5' />
<column datatype='integer' name='Age' ordinal='6' />
<column datatype='integer' name='Tenure' ordinal='7' />
<column datatype='real' name='Balance' ordinal='8' />
<column datatype='integer' name='NumOfProducts' ordinal='9' />
<column datatype='integer' name='HasCrCard' ordinal='10' />
<column datatype='integer' name='IsActiveMember' ordinal='11' />
<column datatype='real' name='EstimatedSalary' ordinal='12' />
<column datatype='integer' name='Exited' ordinal='13' />
</columns>
</relation>
<metadata-records>
<metadata-record class='column'>
<remote-name>RowNumber</remote-name>
<remote-type>20</remote-type>
<local-name>[RowNumber]</local-name>
<parent-name>[Churn Modelling]</parent-name>
<remote-alias>RowNumber</remote-alias>
<ordinal>0</ordinal>
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<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<attributes>
<attribute datatype='string' name='DebugRemoteType'>"I8"</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>CustomerId</remote-name>
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<local-name>[CustomerId]</local-name>
<parent-name>[Churn Modelling]</parent-name>
<remote-alias>CustomerId</remote-alias>
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</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>Surname</remote-name>
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<local-name>[Surname]</local-name>
<parent-name>[Churn Modelling]</parent-name>
<remote-alias>Surname</remote-alias>
<ordinal>2</ordinal>
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<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<collation flag='1' name='LEN_S2' />
<attributes>
<attribute datatype='string' name='DebugRemoteType'>"WSTR"</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>CreditScore</remote-name>
<remote-type>20</remote-type>
<local-name>[CreditScore]</local-name>
<parent-name>[Churn Modelling]</parent-name>
<remote-alias>CreditScore</remote-alias>
<ordinal>3</ordinal>
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<contains-null>true</contains-null>
<attributes>
<attribute datatype='string' name='DebugRemoteType'>"I8"</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>Geography</remote-name>
<remote-type>130</remote-type>
<local-name>[Geography]</local-name>
<parent-name>[Churn Modelling]</parent-name>
<remote-alias>Geography</remote-alias>
<ordinal>4</ordinal>
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<attributes>
<attribute datatype='string' name='DebugRemoteType'>"WSTR"</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>Gender</remote-name>
<remote-type>130</remote-type>
<local-name>[Gender]</local-name>
<parent-name>[Churn Modelling]</parent-name>
<remote-alias>Gender</remote-alias>
<ordinal>5</ordinal>
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<contains-null>true</contains-null>
<collation flag='1' name='LEN_S2' />
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<attribute datatype='string' name='DebugRemoteType'>"WSTR"</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>Age</remote-name>
<remote-type>20</remote-type>
<local-name>[Age]</local-name>
<parent-name>[Churn Modelling]</parent-name>
<remote-alias>Age</remote-alias>
<ordinal>6</ordinal>
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<contains-null>true</contains-null>
<attributes>
<attribute datatype='string' name='DebugRemoteType'>"I8"</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>Tenure</remote-name>
<remote-type>20</remote-type>
<local-name>[Tenure]</local-name>
<parent-name>[Churn Modelling]</parent-name>
<remote-alias>Tenure</remote-alias>
<ordinal>7</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<attributes>
<attribute datatype='string' name='DebugRemoteType'>"I8"</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>Balance</remote-name>
<remote-type>5</remote-type>
<local-name>[Balance]</local-name>
<parent-name>[Churn Modelling]</parent-name>
<remote-alias>Balance</remote-alias>
<ordinal>8</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<precision>15</precision>
<contains-null>true</contains-null>
<attributes>
<attribute datatype='string' name='DebugRemoteType'>"R8"</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>NumOfProducts</remote-name>
<remote-type>20</remote-type>
<local-name>[NumOfProducts]</local-name>
<parent-name>[Churn Modelling]</parent-name>
<remote-alias>NumOfProducts</remote-alias>
<ordinal>9</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<attributes>
<attribute datatype='string' name='DebugRemoteType'>"I8"</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>HasCrCard</remote-name>
<remote-type>20</remote-type>
<local-name>[HasCrCard]</local-name>
<parent-name>[Churn Modelling]</parent-name>
<remote-alias>HasCrCard</remote-alias>
<ordinal>10</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<attributes>
<attribute datatype='string' name='DebugRemoteType'>"I8"</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>IsActiveMember</remote-name>
<remote-type>20</remote-type>
<local-name>[IsActiveMember]</local-name>
<parent-name>[Churn Modelling]</parent-name>
<remote-alias>IsActiveMember</remote-alias>
<ordinal>11</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<attributes>
<attribute datatype='string' name='DebugRemoteType'>"I8"</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>EstimatedSalary</remote-name>
<remote-type>5</remote-type>
<local-name>[EstimatedSalary]</local-name>
<parent-name>[Churn Modelling]</parent-name>
<remote-alias>EstimatedSalary</remote-alias>
<ordinal>12</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<precision>15</precision>
<contains-null>true</contains-null>
<attributes>
<attribute datatype='string' name='DebugRemoteType'>"R8"</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>Exited</remote-name>
<remote-type>20</remote-type>
<local-name>[Exited]</local-name>
<parent-name>[Churn Modelling]</parent-name>
<remote-alias>Exited</remote-alias>
<ordinal>13</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<attributes>
<attribute datatype='string' name='DebugRemoteType'>"I8"</attribute>
</attributes>
</metadata-record>
<metadata-record class='capability'>
<remote-name />
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<parent-name>[Churn Modelling]</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'>"A1:N10001:no:A1:N10001:0"</attribute>
<attribute datatype='boolean' name='header'>true</attribute>
<attribute datatype='integer' name='outcome'>6</attribute>
</attributes>
</metadata-record>
</metadata-records>
</connection>
<aliases enabled='yes' />
<column caption='LastDigitOfCustID' datatype='string' name='[Calculation_1201616702603694081]' role='dimension' type='nominal'>
<calculation class='tableau' formula='Right(STR([CustomerId]), 1)' />
</column>
<column caption='Credit Score' datatype='integer' name='[CreditScore]' role='measure' type='quantitative' />
<column caption='Customer Id' datatype='integer' name='[CustomerId]' role='dimension' type='ordinal' />
<column caption='Estimated Salary' datatype='real' name='[EstimatedSalary]' role='measure' type='quantitative' />
<column aggregation='Sum' datatype='integer' name='[Exited]' role='dimension' type='ordinal'>
<aliases>
<alias key='0' value='Stayed' />
<alias key='1' value='Exited' />
</aliases>
</column>
<column datatype='string' name='[Geography]' role='dimension' semantic-role='[Country].[Name]' type='nominal' />
<column aggregation='Sum' caption='Has Cr Card' datatype='integer' name='[HasCrCard]' role='dimension' type='ordinal'>
<aliases>
<alias key='0' value='No' />
<alias key='1' value='Yes' />
</aliases>
</column>
<column aggregation='Sum' caption='Is Active Member' datatype='integer' name='[IsActiveMember]' role='dimension' type='ordinal'>
<aliases>
<alias key='0' value='No' />
<alias key='1' value='Yes' />
</aliases>
</column>
<column aggregation='Sum' caption='Num Of Products' datatype='integer' name='[NumOfProducts]' role='dimension' type='ordinal' />
<column datatype='integer' name='[Number of Records]' role='measure' type='quantitative' user:auto-column='numrec'>
<calculation class='tableau' formula='1' />
</column>
<column caption='Row Number' datatype='integer' name='[RowNumber]' role='dimension' type='ordinal' />
<layout dim-ordering='alphabetic' dim-percentage='0.420022' measure-ordering='alphabetic' measure-percentage='0.579978' rowDisplayCount='1000' show-aliased-fields='true' show-structure='true' />
<date-options start-of-week='monday' />
</datasource>
</datasources>
<mapsources>
<mapsource name='Tableau' />
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<worksheets>
<worksheet name='Country'>
<table>
<view>
<datasources>
<datasource caption='Churn Modelling (PART1-S2-Churn-Modelling)' name='federated.1xictyo0k7crl210etu6m010obxk' />
</datasources>
<datasource-dependencies datasource='federated.1xictyo0k7crl210etu6m010obxk'>
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</aliases>
</column>
<column datatype='string' name='[Geography]' role='dimension' semantic-role='[Country].[Name]' type='nominal' />
<column datatype='integer' name='[Number of Records]' role='measure' type='quantitative' user:auto-column='numrec'>
<calculation class='tableau' formula='1' />
</column>
<column-instance column='[Exited]' derivation='None' name='[none:Exited:ok]' pivot='key' type='ordinal' />
<column-instance column='[Geography]' derivation='None' name='[none:Geography:nk]' pivot='key' type='nominal' />
<column-instance column='[Number of Records]' derivation='Sum' name='[pcto:sum:Number of Records:qk:2]' pivot='key' type='quantitative'>
<table-calc ordering-type='Columns' type='PctTotal' />
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</datasource-dependencies>
<aggregation value='true' />
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<style-rule element='cell'>
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<pane selection-relaxation-option='selection-relaxation-allow'>
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<breakdown value='auto' />
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<mark class='Automatic' />
<encodings>
<color column='[federated.1xictyo0k7crl210etu6m010obxk].[none:Exited:ok]' />
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