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TelecomCustomerChurn.twb
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<?xml version='1.0' encoding='utf-8' ?>
<!-- build 20243.24.1010.1014 -->
<workbook original-version='18.1' source-build='2024.3.0 (20243.24.1010.1014)' source-platform='mac' version='18.1' xmlns:user='http://www.tableausoftware.com/xml/user'>
<document-format-change-manifest>
<AccessibleZoneTabOrder />
<AnimationOnByDefault />
<AutoCreateAndUpdateDSDPhoneLayouts />
<IntuitiveSorting />
<IntuitiveSorting_SP2 />
<MarkAnimation />
<ObjectModelEncapsulateLegacy />
<ObjectModelExtractV2 />
<ObjectModelTableType />
<SchemaViewerObjectModel />
<SetMembershipControl />
<SheetIdentifierTracking />
<SingleValuePerNestSorting />
<_.fcp.VConnDownstreamExtractsWithWarnings.true...VConnDownstreamExtractsWithWarnings />
<WindowsPersistSimpleIdentifiers />
<WorksheetBackgroundTransparency />
</document-format-change-manifest>
<preferences>
<preference name='ui.encoding.shelf.height' value='24' />
<preference name='ui.shelf.height' value='26' />
</preferences>
<datasources>
<datasource caption='telo_customerchurn' inline='true' name='federated.0yygdds0bakzvy14fzpnl0p9qlsr' version='18.1'>
<connection class='federated'>
<named-connections>
<named-connection caption='telo_customerchurn' name='textscan.0n4o8yr1ri3o5u18m6m3r19n52ki'>
<connection class='textscan' directory='/Users/melodyfeng/Desktop/Career/Data Review/TeloCustomerChurn' filename='telo_customerchurn.csv' password='' server='' />
</named-connection>
</named-connections>
<relation connection='textscan.0n4o8yr1ri3o5u18m6m3r19n52ki' name='telo_customerchurn.csv' table='[telo_customerchurn#csv]' type='table'>
<columns character-set='UTF-8' header='yes' locale='en_US' separator=','>
<column datatype='string' name='customerID' ordinal='0' />
<column datatype='string' name='gender' ordinal='1' />
<column datatype='string' name='SeniorCitizen' ordinal='2' />
<column datatype='string' name='Partner' ordinal='3' />
<column datatype='string' name='Dependents' ordinal='4' />
<column datatype='integer' name='tenure' ordinal='5' />
<column datatype='string' name='PhoneService' ordinal='6' />
<column datatype='string' name='MultipleLines' ordinal='7' />
<column datatype='string' name='InternetService' ordinal='8' />
<column datatype='string' name='OnlineSecurity' ordinal='9' />
<column datatype='string' name='OnlineBackup' ordinal='10' />
<column datatype='string' name='DeviceProtection' ordinal='11' />
<column datatype='string' name='TechSupport' ordinal='12' />
<column datatype='string' name='StreamingTV' ordinal='13' />
<column datatype='string' name='StreamingMovies' ordinal='14' />
<column datatype='string' name='Contract' ordinal='15' />
<column datatype='string' name='PaperlessBilling' ordinal='16' />
<column datatype='string' name='PaymentMethod' ordinal='17' />
<column datatype='real' name='MonthlyCharges' ordinal='18' />
<column datatype='real' name='TotalCharges' ordinal='19' />
<column datatype='string' name='Churn' ordinal='20' />
</columns>
</relation>
<metadata-records>
<metadata-record class='capability'>
<remote-name />
<remote-type>0</remote-type>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias />
<aggregation>Count</aggregation>
<contains-null>true</contains-null>
<attributes>
<attribute datatype='string' name='character-set'>"UTF-8"</attribute>
<attribute datatype='string' name='collation'>"en_US"</attribute>
<attribute datatype='string' name='field-delimiter'>","</attribute>
<attribute datatype='string' name='header-row'>"true"</attribute>
<attribute datatype='string' name='locale'>"en_US"</attribute>
<attribute datatype='string' name='single-char'>""</attribute>
</attributes>
</metadata-record>
<metadata-record class='column'>
<remote-name>customerID</remote-name>
<remote-type>129</remote-type>
<local-name>[customerID]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>customerID</remote-alias>
<ordinal>0</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>gender</remote-name>
<remote-type>129</remote-type>
<local-name>[gender]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>gender</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>SeniorCitizen</remote-name>
<remote-type>129</remote-type>
<local-name>[SeniorCitizen]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>SeniorCitizen</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Partner</remote-name>
<remote-type>129</remote-type>
<local-name>[Partner]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>Partner</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Dependents</remote-name>
<remote-type>129</remote-type>
<local-name>[Dependents]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>Dependents</remote-alias>
<ordinal>4</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>tenure</remote-name>
<remote-type>20</remote-type>
<local-name>[tenure]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>tenure</remote-alias>
<ordinal>5</ordinal>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>PhoneService</remote-name>
<remote-type>129</remote-type>
<local-name>[PhoneService]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>PhoneService</remote-alias>
<ordinal>6</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>MultipleLines</remote-name>
<remote-type>129</remote-type>
<local-name>[MultipleLines]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>MultipleLines</remote-alias>
<ordinal>7</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>InternetService</remote-name>
<remote-type>129</remote-type>
<local-name>[InternetService]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>InternetService</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>OnlineSecurity</remote-name>
<remote-type>129</remote-type>
<local-name>[OnlineSecurity]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>OnlineSecurity</remote-alias>
<ordinal>9</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>OnlineBackup</remote-name>
<remote-type>129</remote-type>
<local-name>[OnlineBackup]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>OnlineBackup</remote-alias>
<ordinal>10</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>DeviceProtection</remote-name>
<remote-type>129</remote-type>
<local-name>[DeviceProtection]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>DeviceProtection</remote-alias>
<ordinal>11</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>TechSupport</remote-name>
<remote-type>129</remote-type>
<local-name>[TechSupport]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>TechSupport</remote-alias>
<ordinal>12</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>StreamingTV</remote-name>
<remote-type>129</remote-type>
<local-name>[StreamingTV]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>StreamingTV</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>StreamingMovies</remote-name>
<remote-type>129</remote-type>
<local-name>[StreamingMovies]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>StreamingMovies</remote-alias>
<ordinal>14</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Contract</remote-name>
<remote-type>129</remote-type>
<local-name>[Contract]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>Contract</remote-alias>
<ordinal>15</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>PaperlessBilling</remote-name>
<remote-type>129</remote-type>
<local-name>[PaperlessBilling]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>PaperlessBilling</remote-alias>
<ordinal>16</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>PaymentMethod</remote-name>
<remote-type>129</remote-type>
<local-name>[PaymentMethod]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>PaymentMethod</remote-alias>
<ordinal>17</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>MonthlyCharges</remote-name>
<remote-type>5</remote-type>
<local-name>[MonthlyCharges]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>MonthlyCharges</remote-alias>
<ordinal>18</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>TotalCharges</remote-name>
<remote-type>5</remote-type>
<local-name>[TotalCharges]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>TotalCharges</remote-alias>
<ordinal>19</ordinal>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<contains-null>true</contains-null>
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Churn</remote-name>
<remote-type>129</remote-type>
<local-name>[Churn]</local-name>
<parent-name>[telo_customerchurn.csv]</parent-name>
<remote-alias>Churn</remote-alias>
<ordinal>20</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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
</metadata-records>
</connection>
<aliases enabled='yes' />
<column caption='CLV' datatype='real' name='[Calculation_271834466674515968]' role='measure' type='quantitative'>
<calculation class='tableau' formula='[MonthlyCharges] * [tenure]' />
</column>
<column caption='IfChurn' datatype='integer' name='[Calculation_271834466678677505]' role='measure' type='quantitative'>
<calculation class='tableau' formula='IF [Churn] = "Yes" THEN 1 ELSE 0 END' />
</column>
<column caption='ChurnRate' datatype='real' name='[Calculation_271834466678956034]' role='measure' type='quantitative'>
<calculation class='tableau' formula='SUM([Calculation_271834466678677505]) / Count([customerID])' />
</column>
<column aggregation='Sum' caption='Tenure(Years)' datatype='real' name='[Calculation_359584290698166272]' role='dimension' type='ordinal'>
<calculation class='tableau' formula='[tenure]/12' />
</column>
<column datatype='string' name='[Churn]' role='dimension' type='nominal' />
<column datatype='string' name='[Dependents]' role='dimension' type='nominal'>
<aliases>
<alias key='"No"' value='No Dependents' />
<alias key='"Yes"' value='Dependents' />
</aliases>
</column>
<column caption='Device Protection' datatype='string' name='[DeviceProtection]' role='dimension' type='nominal'>
<aliases>
<alias key='"No"' value='No Device Protection' />
<alias key='"Yes"' value='Device Protection' />
</aliases>
</column>
<column caption='Internet Service' datatype='string' name='[InternetService]' role='dimension' type='nominal' />
<column aggregation='None' caption='Monthly Charges (bin)' datatype='integer' name='[Monthly Charges (bin)]' role='dimension' type='ordinal'>
<calculation class='bin' decimals='0' formula='[MonthlyCharges]' peg='0' size='5' />
</column>
<column aggregation='Sum' caption='Monthly Charges' datatype='real' name='[MonthlyCharges]' role='dimension' type='ordinal' />
<column caption='Multiple Lines' datatype='string' name='[MultipleLines]' role='dimension' type='nominal' />
<column caption='Online Backup' datatype='string' name='[OnlineBackup]' role='dimension' type='nominal'>
<aliases>
<alias key='"No"' value='No Online Backup' />
<alias key='"Yes"' value='Online Backup' />
</aliases>
</column>
<column caption='Online Security' datatype='string' name='[OnlineSecurity]' role='dimension' type='nominal'>
<aliases>
<alias key='"No"' value='No Online Security' />
<alias key='"Yes"' value='Online Security' />
</aliases>
</column>
<column caption='Paperless Billing' datatype='string' name='[PaperlessBilling]' role='dimension' type='nominal'>
<aliases>
<alias key='"No"' value='Not Paperless' />
<alias key='"Yes"' value='Paperless' />
</aliases>
</column>
<column datatype='string' name='[Partner]' role='dimension' type='nominal'>
<aliases>
<alias key='"No"' value='No Partner' />
<alias key='"Yes"' value='Partner' />
</aliases>
</column>
<column caption='Payment Method' datatype='string' name='[PaymentMethod]' role='dimension' type='nominal' />
<column caption='Phone Service' datatype='string' name='[PhoneService]' role='dimension' type='nominal'>
<aliases>
<alias key='"No"' value='No Phone Service' />
<alias key='"Yes"' value='Phone Service' />
</aliases>
</column>
<column caption='Senior Citizen' datatype='string' name='[SeniorCitizen]' role='dimension' type='nominal' />
<column caption='Streaming Movies' datatype='string' name='[StreamingMovies]' role='dimension' type='nominal' />
<column caption='Streaming TV' datatype='string' name='[StreamingTV]' role='dimension' type='nominal' />
<column caption='Tech Support' datatype='string' name='[TechSupport]' role='dimension' type='nominal' />
<column aggregation='None' caption='Tenure(Years) (bin)' datatype='integer' name='[Tenure(Years) (bin)]' role='dimension' type='ordinal'>
<calculation class='bin' decimals='0' formula='[Calculation_359584290698166272]' peg='0' size='1' />
<aliases>
<alias key='0' value='0 - 1 years' />
<alias key='1' value='1 - 2 years' />
<alias key='2' value='2 - 3 years' />
<alias key='3' value='3 - 4 years' />
<alias key='4' value='4 - 5 years' />
<alias key='5' value='5 + years' />
</aliases>
</column>
<column caption='Total Charges' datatype='real' name='[TotalCharges]' role='measure' type='quantitative' />
<column caption='telo_customerchurn.csv' datatype='table' name='[__tableau_internal_object_id__].[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]' role='measure' type='quantitative' />
<column caption='Customer ID' datatype='string' name='[customerID]' role='dimension' type='nominal' />
<column caption='Gender' datatype='string' name='[gender]' role='dimension' type='nominal' />
<column aggregation='Sum' caption='Tenure' datatype='integer' name='[tenure]' role='dimension' type='ordinal' />
<column-instance column='[customerID]' derivation='Count' name='[cnt:customerID:qk]' pivot='key' type='quantitative' />
<column-instance column='[Churn]' derivation='None' name='[none:Churn:nk]' pivot='key' type='nominal' />
<column-instance column='[InternetService]' derivation='None' name='[none:InternetService:nk]' pivot='key' type='nominal' />
<column-instance column='[PhoneService]' derivation='None' name='[none:PhoneService:nk]' pivot='key' type='nominal' />
<column-instance column='[StreamingMovies]' derivation='None' name='[none:StreamingMovies:nk]' pivot='key' type='nominal' />
<column-instance column='[StreamingTV]' derivation='None' name='[none:StreamingTV:nk]' pivot='key' type='nominal' />
<column-instance column='[Tenure(Years) (bin)]' derivation='None' name='[none:Tenure(Years) (bin):ok]' pivot='key' type='ordinal' />
<column-instance column='[customerID]' derivation='Count' name='[pcto:cnt:customerID:qk:1]' pivot='key' type='quantitative'>
<table-calc ordering-field='[federated.0yygdds0bakzvy14fzpnl0p9qlsr].[none:Churn:nk]' ordering-type='Field' type='PctTotal' />
</column-instance>
<column-instance column='[customerID]' derivation='Count' name='[pcto:cnt:customerID:qk]' pivot='key' type='quantitative'>
<table-calc ordering-type='Rows' type='PctTotal' />
</column-instance>
<group hidden='true' name='[Exclusions (Churn,Streaming Movies)]' name-style='unqualified' user:auto-column='exclude'>
<groupfilter function='crossjoin'>
<groupfilter function='level-members' level='[none:Churn:nk]' />
<groupfilter function='level-members' level='[none:StreamingMovies:nk]' />
</groupfilter>
</group>
<group hidden='true' name='[Exclusions (Churn,Streaming TV)]' name-style='unqualified' user:auto-column='exclude'>
<groupfilter function='crossjoin'>
<groupfilter function='level-members' level='[none:Churn:nk]' />
<groupfilter function='level-members' level='[none:StreamingTV:nk]' />
</groupfilter>
</group>
<group hidden='true' name='[Exclusions (Churn,Tenure(Years) (bin))]' name-style='unqualified' user:auto-column='exclude'>
<groupfilter function='crossjoin'>
<groupfilter function='level-members' level='[none:Churn:nk]' />
<groupfilter function='level-members' level='[none:Tenure(Years) (bin):ok]' />
</groupfilter>
</group>
<extract _.fcp.VConnDownstreamExtractsWithWarnings.true...user-specific='false' count='-1' enabled='true' object-id='' units='records'>
<connection access_mode='readonly' author-locale='en_US' class='hyper' dbname='/var/folders/51/x0s_18xd3zbbzj6wr9lx_q580000gn/T/tableau-temp/#TableauTemp_03klpdk145hkk11abn8jp0pxipcl.hyper' default-settings='hyper' schema='Extract' sslmode='' tablename='Extract' update-time='10/28/2024 01:42:42 AM' username='tableau_internal_user'>
<relation name='Extract' table='[Extract].[Extract]' type='table' />
<metadata-records>
<metadata-record class='column'>
<remote-name>customerID</remote-name>
<remote-type>129</remote-type>
<local-name>[customerID]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>customerID</remote-alias>
<ordinal>0</ordinal>
<family>telo_customerchurn.csv</family>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<approx-count>7043</approx-count>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>gender</remote-name>
<remote-type>129</remote-type>
<local-name>[gender]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>gender</remote-alias>
<ordinal>1</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>SeniorCitizen</remote-name>
<remote-type>129</remote-type>
<local-name>[SeniorCitizen]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>SeniorCitizen</remote-alias>
<ordinal>2</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Partner</remote-name>
<remote-type>129</remote-type>
<local-name>[Partner]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>Partner</remote-alias>
<ordinal>3</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Dependents</remote-name>
<remote-type>129</remote-type>
<local-name>[Dependents]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>Dependents</remote-alias>
<ordinal>4</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>tenure</remote-name>
<remote-type>20</remote-type>
<local-name>[tenure]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>tenure</remote-alias>
<ordinal>5</ordinal>
<family>telo_customerchurn.csv</family>
<local-type>integer</local-type>
<aggregation>Sum</aggregation>
<approx-count>73</approx-count>
<contains-null>true</contains-null>
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>PhoneService</remote-name>
<remote-type>129</remote-type>
<local-name>[PhoneService]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>PhoneService</remote-alias>
<ordinal>6</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>MultipleLines</remote-name>
<remote-type>129</remote-type>
<local-name>[MultipleLines]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>MultipleLines</remote-alias>
<ordinal>7</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>InternetService</remote-name>
<remote-type>129</remote-type>
<local-name>[InternetService]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>InternetService</remote-alias>
<ordinal>8</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>OnlineSecurity</remote-name>
<remote-type>129</remote-type>
<local-name>[OnlineSecurity]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>OnlineSecurity</remote-alias>
<ordinal>9</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>OnlineBackup</remote-name>
<remote-type>129</remote-type>
<local-name>[OnlineBackup]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>OnlineBackup</remote-alias>
<ordinal>10</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>DeviceProtection</remote-name>
<remote-type>129</remote-type>
<local-name>[DeviceProtection]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>DeviceProtection</remote-alias>
<ordinal>11</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>TechSupport</remote-name>
<remote-type>129</remote-type>
<local-name>[TechSupport]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>TechSupport</remote-alias>
<ordinal>12</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>StreamingTV</remote-name>
<remote-type>129</remote-type>
<local-name>[StreamingTV]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>StreamingTV</remote-alias>
<ordinal>13</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>StreamingMovies</remote-name>
<remote-type>129</remote-type>
<local-name>[StreamingMovies]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>StreamingMovies</remote-alias>
<ordinal>14</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Contract</remote-name>
<remote-type>129</remote-type>
<local-name>[Contract]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>Contract</remote-alias>
<ordinal>15</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>PaperlessBilling</remote-name>
<remote-type>129</remote-type>
<local-name>[PaperlessBilling]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>PaperlessBilling</remote-alias>
<ordinal>16</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>PaymentMethod</remote-name>
<remote-type>129</remote-type>
<local-name>[PaymentMethod]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>PaymentMethod</remote-alias>
<ordinal>17</ordinal>
<family>telo_customerchurn.csv</family>
<local-type>string</local-type>
<aggregation>Count</aggregation>
<approx-count>4</approx-count>
<contains-null>true</contains-null>
<collation flag='0' name='LEN_RUS' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>MonthlyCharges</remote-name>
<remote-type>5</remote-type>
<local-name>[MonthlyCharges]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>MonthlyCharges</remote-alias>
<ordinal>18</ordinal>
<family>telo_customerchurn.csv</family>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<approx-count>1383</approx-count>
<contains-null>true</contains-null>
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>TotalCharges</remote-name>
<remote-type>5</remote-type>
<local-name>[TotalCharges]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>TotalCharges</remote-alias>
<ordinal>19</ordinal>
<family>telo_customerchurn.csv</family>
<local-type>real</local-type>
<aggregation>Sum</aggregation>
<approx-count>4976</approx-count>
<contains-null>true</contains-null>
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
<metadata-record class='column'>
<remote-name>Churn</remote-name>
<remote-type>129</remote-type>
<local-name>[Churn]</local-name>
<parent-name>[Extract]</parent-name>
<remote-alias>Churn</remote-alias>
<ordinal>20</ordinal>
<family>telo_customerchurn.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' />
<object-id>[telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027]</object-id>
</metadata-record>
</metadata-records>
</connection>
</extract>
<layout dim-ordering='alphabetic' measure-ordering='alphabetic' show-aliased-fields='true' show-structure='true' />
<style>
<style-rule element='mark'>
<encoding attr='color' field='[none:InternetService:nk]' palette='gray_warm_10_0' type='palette'>
<map to='#59504e'>
<bucket>"No"</bucket>
</map>
<map to='#98908c'>
<bucket>"Fiber optic"</bucket>
</map>
<map to='#dcd4d0'>
<bucket>"DSL"</bucket>
</map>
</encoding>
<encoding attr='color' field='[none:PhoneService:nk]' palette='gray_warm_10_0' type='palette'>
<map to='#b7afab'>
<bucket>"Yes"</bucket>
</map>
<map to='#dcd4d0'>
<bucket>"No"</bucket>
</map>
</encoding>
<encoding attr='color' field='[:Measure Names]' type='palette'>
<map to='#4e79a7'>
<bucket>"[federated.0yygdds0bakzvy14fzpnl0p9qlsr].[pcto:cnt:customerID:qk:1]"</bucket>
</map>
<map to='#f28e2b'>
<bucket>"[federated.0yygdds0bakzvy14fzpnl0p9qlsr].[cnt:customerID:qk]"</bucket>
</map>
<map to='#f28e2b'>
<bucket>"[federated.0yygdds0bakzvy14fzpnl0p9qlsr].[pcto:cnt:customerID:qk]"</bucket>
</map>
</encoding>
<encoding attr='color' field='[none:Churn:nk]' palette='summer_10_0' type='palette'>
<map to='#a0d4ee'>
<bucket>"No"</bucket>
</map>
<map to='#b7afab'>
<bucket>"Yes"</bucket>
</map>
</encoding>
<encoding attr='color' field='[none:StreamingTV:nk]' palette='blue_red_brown_10_0' type='palette'>
<map to='#466f9d'>
<bucket>"Yes"</bucket>
</map>
<map to='#a0d4ee'>
<bucket>"No"</bucket>
</map>
<map to='#e15759'>
<bucket>"No internet service"</bucket>
</map>
</encoding>
<encoding attr='color' field='[none:StreamingMovies:nk]' type='palette'>
<map to='#466f9d'>
<bucket>"Yes"</bucket>
</map>
<map to='#a0d4ee'>
<bucket>"No"</bucket>
</map>
<map to='#e15759'>
<bucket>"No internet service"</bucket>
</map>
</encoding>
</style-rule>
</style>
<semantic-values>
<semantic-value key='[Country].[Name]' value='"United States"' />
</semantic-values>
<object-graph>
<objects>
<object caption='telo_customerchurn.csv' id='telo_customerchurn.csv_5FD66E77DB8049C9A1157B99E034D027'>
<properties context=''>
<relation connection='textscan.0n4o8yr1ri3o5u18m6m3r19n52ki' name='telo_customerchurn.csv' table='[telo_customerchurn#csv]' type='table'>
<columns character-set='UTF-8' header='yes' locale='en_US' separator=','>
<column datatype='string' name='customerID' ordinal='0' />
<column datatype='string' name='gender' ordinal='1' />
<column datatype='string' name='SeniorCitizen' ordinal='2' />
<column datatype='string' name='Partner' ordinal='3' />
<column datatype='string' name='Dependents' ordinal='4' />
<column datatype='integer' name='tenure' ordinal='5' />
<column datatype='string' name='PhoneService' ordinal='6' />
<column datatype='string' name='MultipleLines' ordinal='7' />
<column datatype='string' name='InternetService' ordinal='8' />
<column datatype='string' name='OnlineSecurity' ordinal='9' />
<column datatype='string' name='OnlineBackup' ordinal='10' />
<column datatype='string' name='DeviceProtection' ordinal='11' />
<column datatype='string' name='TechSupport' ordinal='12' />
<column datatype='string' name='StreamingTV' ordinal='13' />
<column datatype='string' name='StreamingMovies' ordinal='14' />
<column datatype='string' name='Contract' ordinal='15' />
<column datatype='string' name='PaperlessBilling' ordinal='16' />
<column datatype='string' name='PaymentMethod' ordinal='17' />
<column datatype='real' name='MonthlyCharges' ordinal='18' />
<column datatype='real' name='TotalCharges' ordinal='19' />
<column datatype='string' name='Churn' ordinal='20' />
</columns>
</relation>
</properties>
<properties context='extract'>
<relation name='Extract' table='[Extract].[Extract]' type='table' />
</properties>
</object>
</objects>
</object-graph>
</datasource>
</datasources>
<actions>
<action caption='Highlight 1 (generated)' name='[Action2_341BC25850474518AC458F2AD6CD48EA]'>
<activation auto-clear='true' type='on-select' />
<source type='sheet' worksheet='Overall Churn' />
<command command='tsc:brush'>
<param name='field-captions' value='Churn' />
<param name='target' value='Overall Churn' />
</command>
</action>
<action caption='Highlight 2 (generated)' name='[Action2_98D49C4BA2474634A75CC4DBFBD89638]'>
<activation auto-clear='true' type='on-select' />
<source type='sheet' worksheet='CLV - Internet Services' />
<command command='tsc:brush'>
<param name='field-captions' value='Internet Service' />
<param name='target' value='CLV - Internet Services' />
</command>
</action>
<action caption='Highlight 3 (generated)' name='[Action3_3A6922156B494E748A7B0D1494D96BA2]'>
<activation auto-clear='true' type='on-select' />
<source type='sheet' worksheet='Streaming - Movie Churn' />
<command command='tsc:brush'>
<param name='field-captions' value='Streaming Movies' />
<param name='target' value='Streaming - Movie Churn' />
</command>
</action>
<action caption='Highlight 4 (generated)' name='[Action4_63F6C00D170C498E83CC30DB84D11AB4]'>
<activation auto-clear='true' type='on-select' />
<source dashboard='Churn / Behaviors' type='sheet' />
<command command='tsc:brush'>
<param name='field-captions' value='Streaming Movies' />
<param name='target' value='Churn / Behaviors' />
</command>
</action>
</actions>
<worksheets>
<worksheet name='Bill - Paperless Billing Churn'>
<layout-options>
<title>
<formatted-text>
<run bold='true'>Paperless Billing Churn Rate</run>
</formatted-text>
</title>
</layout-options>
<table>
<view>
<datasources>
<datasource caption='telo_customerchurn' name='federated.0yygdds0bakzvy14fzpnl0p9qlsr' />
</datasources>
<datasource-dependencies datasource='federated.0yygdds0bakzvy14fzpnl0p9qlsr'>
<column caption='IfChurn' datatype='integer' name='[Calculation_271834466678677505]' role='measure' type='quantitative'>
<calculation class='tableau' formula='IF [Churn] = "Yes" THEN 1 ELSE 0 END' />
</column>
<column caption='ChurnRate' datatype='real' name='[Calculation_271834466678956034]' role='measure' type='quantitative'>
<calculation class='tableau' formula='SUM([Calculation_271834466678677505]) / Count([customerID])' />
</column>
<column datatype='string' name='[Churn]' role='dimension' type='nominal' />
<column caption='Paperless Billing' datatype='string' name='[PaperlessBilling]' role='dimension' type='nominal'>
<aliases>
<alias key='"No"' value='Not Paperless' />
<alias key='"Yes"' value='Paperless' />
</aliases>
</column>
<column caption='Customer ID' datatype='string' name='[customerID]' role='dimension' type='nominal' />
<column-instance column='[PaperlessBilling]' derivation='None' name='[none:PaperlessBilling:nk]' pivot='key' type='nominal' />
<column-instance column='[Calculation_271834466678956034]' derivation='User' name='[usr:Calculation_271834466678956034:qk]' pivot='key' type='quantitative' />
</datasource-dependencies>
<shelf-sorts>
<shelf-sort-v2 dimension-to-sort='[federated.0yygdds0bakzvy14fzpnl0p9qlsr].[none:PaperlessBilling:nk]' direction='DESC' is-on-innermost-dimension='true' measure-to-sort-by='[federated.0yygdds0bakzvy14fzpnl0p9qlsr].[usr:Calculation_271834466678956034:qk]' shelf='rows' />
</shelf-sorts>
<aggregation value='true' />
</view>
<style>
<style-rule element='header'>
<format attr='width' field='[federated.0yygdds0bakzvy14fzpnl0p9qlsr].[none:PaperlessBilling:nk]' value='132' />
<format attr='background-color' field='[federated.0yygdds0bakzvy14fzpnl0p9qlsr].[usr:Calculation_271834466678956034:qk]' value='#e7f1f5' />
</style-rule>
<style-rule element='label'>