Private-projects / DataCamp Data Analyst in Tableau / Case Study Analyzing Customer Churn in Tableau / Customer Churn Analysis.twb
Customer Churn Analysis.twb
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      <column datatype='string' name='[:Measure Names]' role='dimension' type='nominal'>
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          <alias key='&quot;[federated.0ytg7gg18u5wol16mad7c1lkpuov].[sum:Calculation_0978906895818754:qk]&quot;' value='# of Churned Customers' />
          <alias key='&quot;[federated.0ytg7gg18u5wol16mad7c1lkpuov].[usr:Calculation_0978906889838592:qk]&quot;' value='# of Customers' />
        </aliases>
      </column>
      <column datatype='integer' name='[Account Length (in months)]' role='measure' type='quantitative' />
      <column aggregation='None' caption='Age (bin)' datatype='integer' name='[Age (bin)]' role='dimension' type='ordinal'>
        <calculation class='bin' decimals='0' formula='[Age]' peg='0' size='5' />
      </column>
      <column datatype='integer' name='[Age]' role='measure' type='quantitative' />
      <column caption='Metric' datatype='real' name='[Calculation_0498357242445825]' role='measure' type='quantitative'>
        <calculation class='tableau' formula='CASE [Parameters].[Parameter 1]&#13;&#10;WHEN &quot;Number of Customers&quot; THEN [Calculation_0978906889838592]&#13;&#10;WHEN &quot;Avg Monthly Charge&quot; THEN AVG([Monthly Charge])&#13;&#10;WHEN &quot;Number of churned Customers&quot; THEN [Calculation_0978906896994307]&#13;&#10;WHEN &quot;Avg Customer Service Calls&quot; THEN AVG([Customer Service Calls])&#13;&#10;END' />
      </column>
      <column caption='Grouped Monthly GB Download' datatype='string' name='[Calculation_0498357246738434]' role='dimension' type='nominal'>
        <calculation class='tableau' formula='IF [Avg Monthly GB Download] &lt; 5 THEN &quot;Less than 5 GB&quot;&#13;&#10;ELSEIF [Avg Monthly GB Download] &lt; 10 THEN &quot;Between 5 and 10 GB&quot;&#13;&#10;ELSE &quot;10 or more GB&quot;&#13;&#10;END' />
      </column>
      <column caption='Number of Customers' datatype='integer' name='[Calculation_0978906889838592]' role='measure' type='quantitative'>
        <calculation class='tableau' formula='COUNT([Customer ID])' />
      </column>
      <column caption='Number of Unique Customers' datatype='integer' name='[Calculation_0978906889965569]' role='measure' type='quantitative'>
        <calculation class='tableau' formula='COUNTD([Customer ID])' />
      </column>
      <column caption='Churned' datatype='integer' name='[Calculation_0978906895818754]' role='measure' type='quantitative'>
        <calculation class='tableau' formula='IF [Churn Label] = &apos;Yes&apos; THEN 1 ELSE 0 END' />
      </column>
      <column caption='Number of Churned Customers' datatype='integer' name='[Calculation_0978906896994307]' role='measure' type='quantitative' visual-totals='Sum'>
        <calculation class='tableau' formula='SUM([Calculation_0978906895818754])' />
      </column>
      <column caption='Churn Rate' datatype='real' default-format='p0.00%' name='[Calculation_0978906897653764]' role='measure' type='quantitative'>
        <calculation class='tableau' formula='[Calculation_0978906896994307]/[Calculation_0978906889838592]' />
      </column>
      <column caption='Donut Middle Circle' datatype='integer' name='[Calculation_1040691694788608]' role='measure' type='quantitative'>
        <calculation class='tableau' formula='0' />
      </column>
      <column caption='Avg customers service calls per customer' datatype='real' default-format='n#,##0.00;-#,##0.00' name='[Calculation_1040691711791105]' role='measure' type='quantitative'>
        <calculation class='tableau' formula='AVG([Customer Service Calls])' />
      </column>
      <column datatype='string' name='[Churn Category]' role='dimension' type='nominal' />
      <column datatype='string' name='[Churn Label]' role='dimension' type='nominal' />
      <column datatype='string' name='[Churn Reason]' role='dimension' type='nominal' />
      <column datatype='string' name='[Contract Type]' role='dimension' type='nominal' />
      <column datatype='real' default-format='n#,##0.00;-#,##0.00' name='[Extra Data Charges]' role='measure' type='quantitative' />
      <column datatype='string' name='[Group]' role='dimension' type='nominal' />
      <column datatype='string' name='[Intl Active]' role='dimension' type='nominal' />
      <column datatype='string' name='[Intl Plan]' role='dimension' type='nominal' />
      <column datatype='real' default-format='C1033%' name='[Monthly Charge]' role='measure' type='quantitative' />
      <column datatype='integer' name='[Number of Customers in Group]' role='measure' type='quantitative'>
        <aliases>
          <alias key='0' value='Not in a group' />
        </aliases>
      </column>
      <column datatype='string' name='[Payment Method]' role='dimension' type='nominal' />
      <column datatype='string' name='[Senior]' role='dimension' type='nominal' />
      <column datatype='string' name='[State]' role='dimension' semantic-role='[State].[Name]' type='nominal' />
      <column datatype='string' name='[Unlimited Data Plan]' role='dimension' type='nominal' />
      <column caption='Databel - Data.csv' datatype='table' name='[__tableau_internal_object_id__].[Databel - Data.csv_9FB5FE4591AB46D6B9480E6D7C145CBC]' role='measure' type='quantitative' />
      <column-instance column='[Monthly Charge]' derivation='Avg' name='[avg:Monthly Charge:qk]' pivot='key' type='quantitative' />
      <column-instance column='[Account Length (in months)]' derivation='None' name='[none:Account Length (in months):ok]' pivot='key' type='ordinal' />
      <column-instance column='[Churn Category]' derivation='None' name='[none:Churn Category:nk]' pivot='key' type='nominal' />
      <column-instance column='[Churn Label]' derivation='None' name='[none:Churn Label:nk]' pivot='key' type='nominal' />
      <column-instance column='[Contract Type]' derivation='None' name='[none:Contract Type:nk]' pivot='key' type='nominal' />
      <column-instance column='[Group]' derivation='None' name='[none:Group:nk]' pivot='key' type='nominal' />
      <column-instance column='[Number of Customers in Group]' derivation='None' name='[none:Number of Customers in Group:ok]' pivot='key' type='ordinal' />
      <column-instance column='[Senior]' derivation='None' name='[none:Senior:nk]' pivot='key' type='nominal' />
      <column-instance column='[Unlimited Data Plan]' derivation='None' name='[none:Unlimited Data Plan:nk]' pivot='key' type='nominal' />
      <column-instance column='[Account Length (in months)]' derivation='Sum' name='[sum:Account Length (in months):qk]' pivot='key' type='quantitative' />
      <column-instance column='[Calculation_0978906895818754]' derivation='Sum' name='[sum:Calculation_0978906895818754:qk]' pivot='key' type='quantitative' />
      <column-instance column='[Calculation_0498357242445825]' derivation='User' name='[usr:Calculation_0498357242445825:qk]' pivot='key' type='quantitative' />
      <column-instance column='[Calculation_0978906889838592]' derivation='User' name='[usr:Calculation_0978906889838592:qk]' pivot='key' type='quantitative' />
      <column-instance column='[Calculation_0978906889965569]' derivation='User' name='[usr:Calculation_0978906889965569:qk]' pivot='key' type='quantitative' />
      <column-instance column='[Calculation_0978906897653764]' derivation='User' name='[usr:Calculation_0978906897653764:qk]' pivot='key' type='quantitative' />
      <group caption='Action (Age (bin))' hidden='true' name='[Action (Age (bin))]' name-style='unqualified' user:auto-column='sheet_link'>
        <groupfilter function='crossjoin'>
          <groupfilter function='level-members' level='[Age (bin)]' />
        </groupfilter>
      </group>
      <group caption='Action (Churn Category)' hidden='true' name='[Action (Churn Category)]' name-style='unqualified' user:auto-column='sheet_link'>
        <groupfilter function='crossjoin'>
          <groupfilter function='level-members' level='[Churn Category]' />
        </groupfilter>
      </group>
      <group caption='Action (Churn Reason)' hidden='true' name='[Action (Churn Reason)]' name-style='unqualified' user:auto-column='sheet_link'>
        <groupfilter function='crossjoin'>
          <groupfilter function='level-members' level='[Churn Reason]' />
        </groupfilter>
      </group>
      <group caption='Action (Contract Type)' hidden='true' name='[Action (Contract Type)]' name-style='unqualified' user:auto-column='sheet_link'>
        <groupfilter function='crossjoin'>
          <groupfilter function='level-members' level='[Contract Type]' />
        </groupfilter>
      </group>
      <group caption='Action (Contract Type,Payment Method)' hidden='true' name='[Action (Contract Type,Payment Method)]' name-style='unqualified' user:auto-column='sheet_link'>
        <groupfilter function='crossjoin'>
          <groupfilter function='level-members' level='[Contract Type]' />
          <groupfilter function='level-members' level='[Payment Method]' />
        </groupfilter>
      </group>
      <group caption='Action (Group,Number of Customers in Group)' hidden='true' name='[Action (Group,Number of Customers in Group)]' name-style='unqualified' user:auto-column='sheet_link'>
        <groupfilter function='crossjoin'>
          <groupfilter function='level-members' level='[Group]' />
          <groupfilter function='level-members' level='[none:Number of Customers in Group:ok]' />
        </groupfilter>
      </group>
      <group caption='Action (Grouped Monthly GB Download,Unlimited Data Plan)' hidden='true' name='[Action (Grouped Monthly GB Download,Unlimited Data Plan)]' name-style='unqualified' user:auto-column='sheet_link'>
        <groupfilter function='crossjoin'>
          <groupfilter function='level-members' level='[Calculation_0498357246738434]' />
          <groupfilter function='level-members' level='[Unlimited Data Plan]' />
        </groupfilter>
      </group>
      <group caption='Action (Intl Active,Intl Plan)' hidden='true' name='[Action (Intl Active,Intl Plan)]' name-style='unqualified' user:auto-column='sheet_link'>
        <groupfilter function='crossjoin'>
          <groupfilter function='level-members' level='[Intl Active]' />
          <groupfilter function='level-members' level='[Intl Plan]' />
        </groupfilter>
      </group>
      <group caption='Action (State)' hidden='true' name='[Action (State)]' name-style='unqualified' user:auto-column='sheet_link'>
        <groupfilter function='crossjoin'>
          <groupfilter function='level-members' level='[State]' />
        </groupfilter>
      </group>
      <group caption='Tooltip (Account Length (in months))' hidden='true' name='[Tooltip (Account Length (in months))]' name-style='unqualified' user:auto-column='sheet_link' user:ui-vit-column='true'>
        <groupfilter function='crossjoin'>
          <groupfilter function='level-members' level='[none:Account Length (in months):ok]' />
        </groupfilter>
      </group>
      <group caption='Tooltip (Contract Type,Payment Method)' hidden='true' name='[Tooltip (Contract Type,Payment Method)]' name-style='unqualified' user:auto-column='sheet_link' user:ui-vit-column='true'>
        <groupfilter function='crossjoin'>
          <groupfilter function='level-members' level='[Contract Type]' />
          <groupfilter function='level-members' level='[Payment Method]' />
        </groupfilter>
      </group>
      <layout dim-ordering='alphabetic' measure-ordering='alphabetic' show-structure='true' />
      <style>
        <style-rule element='mark'>
          <encoding attr='color' field='[none:Senior:nk]' type='palette'>
            <map to='#4e79a7'>
              <bucket>&quot;No&quot;</bucket>
            </map>
            <map to='#f28e2b'>
              <bucket>&quot;Yes&quot;</bucket>
            </map>
          </encoding>
          <encoding attr='color' field='[none:Churn Label:nk]' type='palette'>
            <map to='#4e79a7'>
              <bucket>&quot;No&quot;</bucket>
            </map>
            <map to='#f28e2b'>
              <bucket>&quot;Yes&quot;</bucket>
            </map>
          </encoding>
          <encoding attr='color' field='[:Measure Names]' type='palette'>
            <map to='#4e79a7'>
              <bucket>&quot;[federated.0ytg7gg18u5wol16mad7c1lkpuov].[avg:Monthly Charge:qk]&quot;</bucket>
            </map>
            <map to='#4e79a7'>
              <bucket>&quot;[federated.0ytg7gg18u5wol16mad7c1lkpuov].[usr:Calculation_0498357242445825:qk]&quot;</bucket>
            </map>
            <map to='#4e79a7'>
              <bucket>&quot;[federated.0ytg7gg18u5wol16mad7c1lkpuov].[usr:Calculation_0978906889838592:qk]&quot;</bucket>
            </map>
            <map to='#4e79a7'>
              <bucket>&quot;[federated.0ytg7gg18u5wol16mad7c1lkpuov].[usr:Calculation_0978906889965569:qk]&quot;</bucket>
            </map>
            <map to='#e15759'>
              <bucket>&quot;[federated.0ytg7gg18u5wol16mad7c1lkpuov].[sum:Account Length (in months):qk]&quot;</bucket>
            </map>
            <map to='#e15759'>
              <bucket>&quot;[federated.0ytg7gg18u5wol16mad7c1lkpuov].[usr:Calculation_0978906897653764:qk]&quot;</bucket>
            </map>
          </encoding>
          <encoding attr='color' field='[none:Contract Type:nk]' type='palette'>
            <map to='#4e79a7'>
              <bucket>&quot;Month-to-Month&quot;</bucket>
            </map>
            <map to='#e15759'>
              <bucket>&quot;Two Year&quot;</bucket>
            </map>
            <map to='#f28e2b'>
              <bucket>&quot;One Year&quot;</bucket>
            </map>
          </encoding>
          <encoding attr='color' field='[none:Churn Category:nk]' type='palette'>
            <map to='#4e79a7'>
              <bucket>%null%</bucket>
            </map>
            <map to='#59a14f'>
              <bucket>&quot;Other&quot;</bucket>
            </map>
            <map to='#76b7b2'>
              <bucket>&quot;Dissatisfaction&quot;</bucket>
            </map>
            <map to='#e15759'>
              <bucket>&quot;Competitor&quot;</bucket>
            </map>
            <map to='#edc948'>
              <bucket>&quot;Price&quot;</bucket>
            </map>
            <map to='#f28e2b'>
              <bucket>&quot;Attitude&quot;</bucket>
            </map>
          </encoding>
          <encoding attr='color' field='[none:Group:nk]' type='palette'>
            <map to='#4e79a7'>
              <bucket>&quot;No&quot;</bucket>
            </map>
            <map to='#f28e2b'>
              <bucket>&quot;Yes&quot;</bucket>
            </map>
          </encoding>
          <encoding attr='color' field='[none:Unlimited Data Plan:nk]' type='palette'>
            <map to='#4e79a7'>
              <bucket>&quot;No&quot;</bucket>
            </map>
            <map to='#f28e2b'>
              <bucket>&quot;Yes&quot;</bucket>
            </map>
          </encoding>
        </style-rule>
      </style>
      <semantic-values>
        <semantic-value key='[Country].[Name]' value='&quot;United States&quot;' />
        <semantic-value key='[State].[Name]' value='%null%' />
      </semantic-values>
      <date-options start-of-week='monday' />
      <field-sort-info field-sort-order-type='custom-order'>
        <field-sort-custom-order field='Account Length (in months)' />
        <field-sort-custom-order field='Age' />
        <field-sort-custom-order field='Avg Monthly GB Download' />
        <field-sort-custom-order field='Churn Category' />
        <field-sort-custom-order field='Churn Label' />
        <field-sort-custom-order field='Calculation_0978906895818754' />
        <field-sort-custom-order field='Calculation_0978906896994307' />
        <field-sort-custom-order field='Calculation_0978906897653764' />
        <field-sort-custom-order field='Churn Reason' />
        <field-sort-custom-order field='Contract Type' />
        <field-sort-custom-order field='Customer ID' />
        <field-sort-custom-order field='Customer Service Calls' />
        <field-sort-custom-order field='Device Protection &amp; Online Backup' />
        <field-sort-custom-order field='Extra Data Charges' />
        <field-sort-custom-order field='Calculation_0978906889838592' />
        <field-sort-custom-order field='Calculation_0978906889965569' />
        <field-sort-custom-order field='Extra International Charges' />
        <field-sort-custom-order field='Gender' />
        <field-sort-custom-order field='Geometry (generated)' />
        <field-sort-custom-order field='Group' />
        <field-sort-custom-order field='Intl Active' />
        <field-sort-custom-order field='Intl Calls' />
        <field-sort-custom-order field='Intl Mins' />
        <field-sort-custom-order field='Intl Plan' />
        <field-sort-custom-order field='Latitude (generated)' />
        <field-sort-custom-order field='Local Calls' />
        <field-sort-custom-order field='Local Mins' />
        <field-sort-custom-order field='Longitude (generated)' />
        <field-sort-custom-order field=':Measure Names' />
        <field-sort-custom-order field='Multiple Values' />
        <field-sort-custom-order field='Monthly Charge' />
        <field-sort-custom-order field='Number of Customers in Group' />
        <field-sort-custom-order field='Payment Method' />
        <field-sort-custom-order field='Phone Number' />
        <field-sort-custom-order field='Senior' />
        <field-sort-custom-order field='State' />
        <field-sort-custom-order field='Total Charges' />
        <field-sort-custom-order field='Under 30' />
        <field-sort-custom-order field='Unlimited Data Plan' />
      </field-sort-info>
      <datasource-dependencies datasource='Parameters'>
        <column caption='Pick Metric' datatype='string' name='[Parameter 1]' param-domain-type='list' role='measure' type='nominal' value='&quot;Number of Customers&quot;'>
          <calculation class='tableau' formula='&quot;Number of Customers&quot;' />
        </column>
      </datasource-dependencies>
      <object-graph>
        <objects>
          <object caption='Databel - Data.csv' id='Databel - Data.csv_9FB5FE4591AB46D6B9480E6D7C145CBC'>
            <properties context=''>
              <relation connection='textscan.0ddbf0418sojza0zq4rb40lb27ru' name='Databel - Data.csv' table='[Databel - Data#csv]' type='table'>
                <columns character-set='UTF-8' header='yes' locale='en_GB' separator=','>
                  <column datatype='string' name='Customer ID' ordinal='0' />
                  <column datatype='string' name='Churn Label' ordinal='1' />
                  <column datatype='integer' name='Account Length (in months)' ordinal='2' />
                  <column datatype='integer' name='Local Calls' ordinal='3' />
                  <column datatype='real' name='Local Mins' ordinal='4' />
                  <column datatype='integer' name='Intl Calls' ordinal='5' />
                  <column datatype='real' name='Intl Mins' ordinal='6' />
                  <column datatype='string' name='Intl Active' ordinal='7' />
                  <column datatype='string' name='Intl Plan' ordinal='8' />
                  <column datatype='real' name='Extra International Charges' ordinal='9' />
                  <column datatype='integer' name='Customer Service Calls' ordinal='10' />
                  <column datatype='integer' name='Avg Monthly GB Download' ordinal='11' />
                  <column datatype='string' name='Unlimited Data Plan' ordinal='12' />
                  <column datatype='real' name='Extra Data Charges' ordinal='13' />
                  <column datatype='string' name='State' ordinal='14' />
                  <column datatype='string' name='Phone Number' ordinal='15' />
                  <column datatype='string' name='Gender' ordinal='16' />
                  <column datatype='integer' name='Age' ordinal='17' />
                  <column datatype='string' name='Under 30' ordinal='18' />
                  <column datatype='string' name='Senior' ordinal='19' />
                  <column datatype='string' name='Group' ordinal='20' />
                  <column datatype='integer' name='Number of Customers in Group' ordinal='21' />
                  <column datatype='string' name='Device Protection &amp; Online Backup' ordinal='22' />
                  <column datatype='string' name='Contract Type' ordinal='23' />
                  <column datatype='string' name='Payment Method' ordinal='24' />
                  <column datatype='real' name='Monthly Charge' ordinal='25' />
                  <column datatype='real' name='Total Charges' ordinal='26' />
                  <column datatype='string' name='Churn Category' ordinal='27' />
                  <column datatype='string' name='Churn Reason' ordinal='28' />
                </columns>
              </relation>
            </properties>
          </object>
        </objects>
      </object-graph>
    </datasource>
  </datasources>
  <mapsources>
    <mapsource name='Tableau' />
  </mapsources>
  <shared-views>
    <shared-view name='federated.0ytg7gg18u5wol16mad7c1lkpuov'>
      <datasources>
        <datasource caption='Databel - Data' name='federated.0ytg7gg18u5wol16mad7c1lkpuov' />
      </datasources>
      <datasource-dependencies datasource='federated.0ytg7gg18u5wol16mad7c1lkpuov'>
        <column datatype='integer' name='[Account Length (in months)]' role='measure' type='quantitative' />
        <column datatype='string' name='[Churn Category]' role='dimension' type='nominal' />
        <column datatype='string' name='[Contract Type]' role='dimension' type='nominal' />
        <column datatype='string' name='[Intl Plan]' role='dimension' type='nominal' />
        <column datatype='string' name='[Payment Method]' role='dimension' type='nominal' />
        <column datatype='string' name='[Unlimited Data Plan]' role='dimension' type='nominal' />
        <column-instance column='[Account Length (in months)]' derivation='None' name='[none:Account Length (in months):qk]' pivot='key' type='quantitative' />
        <column-instance column='[Churn Category]' derivation='None' name='[none:Churn Category:nk]' pivot='key' type='nominal' />
        <column-instance column='[Contract Type]' derivation='None' name='[none:Contract Type:nk]' pivot='key' type='nominal' />
        <column-instance column='[Intl Plan]' derivation='None' name='[none:Intl Plan:nk]' pivot='key' type='nominal' />
        <column-instance column='[Payment Method]' derivation='None' name='[none:Payment Method:nk]' pivot='key' type='nominal' />
        <column-instance column='[Unlimited Data Plan]' derivation='None' name='[none:Unlimited Data Plan:nk]' pivot='key' type='nominal' />
      </datasource-dependencies>
      <filter class='quantitative' column='[federated.0ytg7gg18u5wol16mad7c1lkpuov].[none:Account Length (in months):qk]' included-values='in-range-or-null'>
        <min>1</min>
        <max>77</max>
      </filter>
      <filter class='categorical' column='[federated.0ytg7gg18u5wol16mad7c1lkpuov].[none:Churn Category:nk]'>
        <groupfilter function='level-members' level='[none:Churn Category:nk]' user:ui-enumeration='all' user:ui-marker='enumerate' />
      </filter>
      <filter class='categorical' column='[federated.0ytg7gg18u5wol16mad7c1lkpuov].[none:Contract Type:nk]'>
        <groupfilter function='level-members' level='[none:Contract Type:nk]' user:ui-enumeration='all' user:ui-marker='enumerate' />
      </filter>
      <filter class='categorical' column='[federated.0ytg7gg18u5wol16mad7c1lkpuov].[none:Intl Plan:nk]'>
        <groupfilter function='level-members' level='[none:Intl Plan:nk]' user:ui-enumeration='all' user:ui-marker='enumerate' />
      </filter>
      <filter class='categorical' column='[federated.0ytg7gg18u5wol16mad7c1lkpuov].[none:Payment Method:nk]'>
        <groupfilter function='level-members' level='[none:Payment Method:nk]' user:ui-enumeration='all' user:ui-marker='enumerate' />
      </filter>
      <filter class='categorical' column='[federated.0ytg7gg18u5wol16mad7c1lkpuov].[none:Unlimited Data Plan:nk]'>
        <groupfilter function='level-members' level='[none:Unlimited Data Plan:nk]' user:ui-enumeration='all' user:ui-marker='enumerate' />
      </filter>
    </shared-view>
  </shared-views>
  <actions>
    <action caption='Filter 1 (generated)' name='[Action1_57690D4BEDD84A0BB012EF92DC23F88D]'>
      <activation auto-clear='true' type='on-select' />
      <source dashboard='Overview' type='sheet' worksheet='Churn Reasons' />
      <command command='tsc:tsl-filter'>
        <param name='special-fields' value='all' />
        <param name='target' value='Overview' />
      </command>
    </action>
    <action caption='Filter 2 (generated)' name='[Action2_23FCCD3C3E004270A94254C32F6036C9]'>
      <activation auto-clear='true' type='on-select' />
      <source dashboard='Overview' type='sheet' worksheet='Churners by Category' />
      <command command='tsc:tsl-filter'>
        <param name='special-fields' value='all' />
        <param name='target' value='Overview' />
      </command>
    </action>
    <action caption='Filter 3 (generated)' name='[Action4_E6EE78B097D94342850AFD46E051674F]'>
      <activation auto-clear='true' type='on-select' />
      <source dashboard='Overview' type='sheet' worksheet='Customers by contract' />
      <command command='tsc:tsl-filter'>
        <param name='special-fields' value='all' />
        <param name='target' value='Overview' />
      </command>
    </action>
    <action caption='Filter 4 (generated)' name='[Action4_F8F66617B9D6411D83D89FB2FF012B73]'>
      <activation auto-clear='true' type='on-select' />
      <source dashboard='Overview' type='sheet' worksheet='Churn by State' />
      <command command='tsc:tsl-filter'>
        <param name='special-fields' value='all' />
        <param name='target' value='Overview' />
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    <action caption='Filter 5 (generated)' name='[Action5_186CFFAE73EA4770BB32EF11BACFFEBF]'>
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        <param name='target' value='Age Brackets &amp; Groups' />
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    <action caption='Filter 6 (generated)' name='[Action6_9D624DEDEA5C4569B6D685C0670777F6]'>
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            <column datatype='integer' name='[Age]' role='measure' type='quantitative' />
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            <column caption='Number of Customers' datatype='integer' name='[Calculation_0978906889838592]' role='measure' type='quantitative'>
              <calculation class='tableau' formula='COUNT([Customer ID])' />
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            <column caption='Churned' datatype='integer' name='[Calculation_0978906895818754]' role='measure' type='quantitative'>
              <calculation class='tableau' formula='IF [Churn Label] = &apos;Yes&apos; THEN 1 ELSE 0 END' />
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            <column caption='Number of Churned Customers' datatype='integer' name='[Calculation_0978906896994307]' role='measure' type='quantitative' visual-totals='Sum'>
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                    <run bold='true' fontalignment='1' fontsize='12'>The data &amp; international graphs can be used as filters.</run>
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                      <run bold='true' fontalignment='1' fontsize='14' underline='true'>You can use the pie / doughnut chart below as filter</run>
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    </thumbnail>
    <thumbnail height='192' name='Customer Churn Analysis' width='192'>
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