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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_wfm_RestructuringReserveSettledWithCashOngoingRentalPayments_6AFEEA68291339CD977DF30D58A0BA3E" xlink:to="lab_wfm_RestructuringReserveSettledWithCashOngoingRentalPayments_6AFEEA68291339CD977DF30D58A0BA3E" xlink:type="arc" />
    <link:label id="lab_us-gaap_GoodwillAndIntangibleAssetsDisclosureAbstract_2E2D5F0884849F3742E8030E21E8FF0A_label_en-US" xlink:label="lab_us-gaap_GoodwillAndIntangibleAssetsDisclosureAbstract_2E2D5F0884849F3742E8030E21E8FF0A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Goodwill and Intangible Assets Disclosure [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2012/elts/us-gaap-2012-01-31.xsd#us-gaap_GoodwillAndIntangibleAssetsDisclosureAbstract" xlink:label="loc_us-gaap_GoodwillAndIntangibleAssetsDisclosureAbstract_2E2D5F0884849F3742E8030E21E8FF0A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_GoodwillAndIntangibleAssetsDisclosureAbstract_2E2D5F0884849F3742E8030E21E8FF0A" xlink:to="lab_us-gaap_GoodwillAndIntangibleAssetsDisclosureAbstract_2E2D5F0884849F3742E8030E21E8FF0A" xlink:type="arc" />
    <link:label id="lab_us-gaap_GoodwillAcquiredDuringPeriod_8CEFD5D0988E791DF878030F92BBA144_terseLabel_en-US" xlink:label="lab_us-gaap_GoodwillAcquiredDuringPeriod_8CEFD5D0988E791DF878030F92BBA144" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Goodwill, Acquired During Period</link:label>
    <link:label id="lab_us-gaap_GoodwillAcquiredDuringPeriod_8CEFD5D0988E791DF878030F92BBA144_label_en-US" xlink:label="lab_us-gaap_GoodwillAcquiredDuringPeriod_8CEFD5D0988E791DF878030F92BBA144" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Goodwill, Acquired During Period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2012/elts/us-gaap-2012-01-31.xsd#us-gaap_GoodwillAcquiredDuringPeriod" xlink:label="loc_us-gaap_GoodwillAcquiredDuringPeriod_8CEFD5D0988E791DF878030F92BBA144" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_GoodwillAcquiredDuringPeriod_8CEFD5D0988E791DF878030F92BBA144" xlink:to="lab_us-gaap_GoodwillAcquiredDuringPeriod_8CEFD5D0988E791DF878030F92BBA144" xlink:type="arc" />
    <link:label id="lab_wfm_NumberOfStoresAcquired_6249CAC1ACD942ACE09D030E21E9C116_terseLabel_en-US" xlink:label="lab_wfm_NumberOfStoresAcquired_6249CAC1ACD942ACE09D030E21E9C116" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of Stores Acquired</link:label>
    <link:label id="lab_wfm_NumberOfStoresAcquired_6249CAC1ACD942ACE09D030E21E9C116_label_en-US" xlink:label="lab_wfm_NumberOfStoresAcquired_6249CAC1ACD942ACE09D030E21E9C116" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Stores Acquired</link:label>
    <link:label id="lab_wfm_NumberOfStoresAcquired_6249CAC1ACD942ACE09D030E21E9C116_documentation_en-US" xlink:label="lab_wfm_NumberOfStoresAcquired_6249CAC1ACD942ACE09D030E21E9C116" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The number of stores acquired during the period.</link:label>
    <link:loc xlink:href="wfm-20130120.xsd#wfm_NumberOfStoresAcquired" xlink:label="loc_wfm_NumberOfStoresAcquired_6249CAC1ACD942ACE09D030E21E9C116" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_wfm_NumberOfStoresAcquired_6249CAC1ACD942ACE09D030E21E9C116" xlink:to="lab_wfm_NumberOfStoresAcquired_6249CAC1ACD942ACE09D030E21E9C116" xlink:type="arc" />
    <link:label id="lab_us-gaap_FiniteLivedIntangibleAssetsAcquired_5573F9C511E2F8F5B7E40311310FAE2A_terseLabel_en-US" xlink:label="lab_us-gaap_FiniteLivedIntangibleAssetsAcquired_5573F9C511E2F8F5B7E40311310FAE2A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Finite-lived Intangible Assets Acquired</link:label>
    <link:label id="lab_us-gaap_FiniteLivedIntangibleAssetsAcquired_5573F9C511E2F8F5B7E40311310FAE2A_label_en-US" xlink:label="lab_us-gaap_FiniteLivedIntangibleAssetsAcquired_5573F9C511E2F8F5B7E40311310FAE2A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Finite-lived Intangible Assets Acquired</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2012/elts/us-gaap-2012-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsAcquired" xlink:label="loc_us-gaap_FiniteLivedIntangibleAssetsAcquired_5573F9C511E2F8F5B7E40311310FAE2A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FiniteLivedIntangibleAssetsAcquired_5573F9C511E2F8F5B7E40311310FAE2A" xlink:to="lab_us-gaap_FiniteLivedIntangibleAssetsAcquired_5573F9C511E2F8F5B7E40311310FAE2A" xlink:type="arc" />
    <link:label id="lab_us-gaap_AmortizationOfIntangibleAssets_074980885C9824E5340B030E21EAD247_label_en-US" xlink:label="lab_us-gaap_AmortizationOfIntangibleAssets_074980885C9824E5340B030E21EAD247" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Amortization of Intangible Assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2012/elts/us-gaap-2012-01-31.xsd#us-gaap_AmortizationOfIntangibleAssets" xlink:label="loc_us-gaap_AmortizationOfIntangibleAssets_074980885C9824E5340B030E21EAD247" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AmortizationOfIntangibleAssets_074980885C9824E5340B030E21EAD247" xlink:to="lab_us-gaap_AmortizationOfIntangibleAssets_074980885C9824E5340B030E21EAD247" xlink:type="arc" />
    <link:label id="lab_wfm_ScheduleOfFiniteAndIndefiniteLivedIntangibleAssetsByMajorClassTable_299F89D4C1CD6D2DC50F030E21EA1957_label_en-US" xlink:label="lab_wfm_ScheduleOfFiniteAndIndefiniteLivedIntangibleAssetsByMajorClassTable_299F89D4C1CD6D2DC50F030E21EA1957" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Finite and Indefinite-Lived Intangible Assets by Major Class [Table]</link:label>
    <link:label id="lab_wfm_ScheduleOfFiniteAndIndefiniteLivedIntangibleAssetsByMajorClassTable_299F89D4C1CD6D2DC50F030E21EA1957_documentation_en-US" xlink:label="lab_wfm_ScheduleOfFiniteAndIndefiniteLivedIntangibleAssetsByMajorClassTable_299F89D4C1CD6D2DC50F030E21EA1957" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The schedule of data being disclosed, which relates to finite and indefinite-lived intangible assets, in total and by major class.</link:label>
    <link:loc xlink:href="wfm-20130120.xsd#wfm_ScheduleOfFiniteAndIndefiniteLivedIntangibleAssetsByMajorClassTable" xlink:label="loc_wfm_ScheduleOfFiniteAndIndefiniteLivedIntangibleAssetsByMajorClassTable_299F89D4C1CD6D2DC50F030E21EA1957" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_wfm_ScheduleOfFiniteAndIndefiniteLivedIntangibleAssetsByMajorClassTable_299F89D4C1CD6D2DC50F030E21EA1957" xlink:to="lab_wfm_ScheduleOfFiniteAndIndefiniteLivedIntangibleAssetsByMajorClassTable_299F89D4C1CD6D2DC50F030E21EA1957" xlink:type="arc" />
    <link:label id="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsByMajorClassAxis_3F66557B946C068CC2B0030E21EA6008_terseLabel_en-US" xlink:label="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsByMajorClassAxis_3F66557B946C068CC2B0030E21EA6008" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Finite and Indefinite-Lived Intangible Assets, by Major Class [Axis]</link:label>
    <link:label id="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsByMajorClassAxis_3F66557B946C068CC2B0030E21EA6008_label_en-US" xlink:label="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsByMajorClassAxis_3F66557B946C068CC2B0030E21EA6008" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Finite and Indefinite-Lived Intangible Assets, by Major Class [Axis]</link:label>
    <link:label id="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsByMajorClassAxis_3F66557B946C068CC2B0030E21EA6008_documentation_en-US" xlink:label="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsByMajorClassAxis_3F66557B946C068CC2B0030E21EA6008" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">This element represents the axis which defines the relationship between the domain members or categories in the table and the line items or concepts that complete the table.</link:label>
    <link:loc xlink:href="wfm-20130120.xsd#wfm_FiniteAndIndefiniteLivedIntangibleAssetsByMajorClassAxis" xlink:label="loc_wfm_FiniteAndIndefiniteLivedIntangibleAssetsByMajorClassAxis_3F66557B946C068CC2B0030E21EA6008" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_wfm_FiniteAndIndefiniteLivedIntangibleAssetsByMajorClassAxis_3F66557B946C068CC2B0030E21EA6008" xlink:to="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsByMajorClassAxis_3F66557B946C068CC2B0030E21EA6008" xlink:type="arc" />
    <link:label id="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsMajorClassNameDomain_56272CD9D3826BBA2487030E21EAFE91_terseLabel_en-US" xlink:label="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsMajorClassNameDomain_56272CD9D3826BBA2487030E21EAFE91" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Finite and Indefinite-Lived Intangible Assets, Major Class Name [Domain]</link:label>
    <link:label id="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsMajorClassNameDomain_56272CD9D3826BBA2487030E21EAFE91_label_en-US" xlink:label="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsMajorClassNameDomain_56272CD9D3826BBA2487030E21EAFE91" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Finite and Indefinite-Lived Intangible Assets, Major Class Name [Domain]</link:label>
    <link:label id="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsMajorClassNameDomain_56272CD9D3826BBA2487030E21EAFE91_documentation_en-US" xlink:label="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsMajorClassNameDomain_56272CD9D3826BBA2487030E21EAFE91" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The major class of finite- and indefinite-lived intangible assets (excluding goodwill).</link:label>
    <link:loc xlink:href="wfm-20130120.xsd#wfm_FiniteAndIndefiniteLivedIntangibleAssetsMajorClassNameDomain" xlink:label="loc_wfm_FiniteAndIndefiniteLivedIntangibleAssetsMajorClassNameDomain_56272CD9D3826BBA2487030E21EAFE91" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_wfm_FiniteAndIndefiniteLivedIntangibleAssetsMajorClassNameDomain_56272CD9D3826BBA2487030E21EAFE91" xlink:to="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsMajorClassNameDomain_56272CD9D3826BBA2487030E21EAFE91" xlink:type="arc" />
    <link:label id="lab_wfm_DefiniteLivedContractBasedMember_1D797ED300EACAE13F6F030E21EA7DD7_terseLabel_en-US" xlink:label="lab_wfm_DefiniteLivedContractBasedMember_1D797ED300EACAE13F6F030E21EA7DD7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Definite-lived contract-based [Member]</link:label>
    <link:label id="lab_wfm_DefiniteLivedContractBasedMember_1D797ED300EACAE13F6F030E21EA7DD7_label_en-US" xlink:label="lab_wfm_DefiniteLivedContractBasedMember_1D797ED300EACAE13F6F030E21EA7DD7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Definite Lived Contract Based [Member]</link:label>
    <link:label id="lab_wfm_DefiniteLivedContractBasedMember_1D797ED300EACAE13F6F030E21EA7DD7_documentation_en-US" xlink:label="lab_wfm_DefiniteLivedContractBasedMember_1D797ED300EACAE13F6F030E21EA7DD7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">This element represents the finite-lived intangible assets that arise from a contractual arrangement with a third party.</link:label>
    <link:loc xlink:href="wfm-20130120.xsd#wfm_DefiniteLivedContractBasedMember" xlink:label="loc_wfm_DefiniteLivedContractBasedMember_1D797ED300EACAE13F6F030E21EA7DD7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_wfm_DefiniteLivedContractBasedMember_1D797ED300EACAE13F6F030E21EA7DD7" xlink:to="lab_wfm_DefiniteLivedContractBasedMember_1D797ED300EACAE13F6F030E21EA7DD7" xlink:type="arc" />
    <link:label id="lab_wfm_DefiniteLivedMarketingRelatedAndOtherMember_4BFD260DAAEA3E010543030E21EBE85C_terseLabel_en-US" xlink:label="lab_wfm_DefiniteLivedMarketingRelatedAndOtherMember_4BFD260DAAEA3E010543030E21EBE85C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Definite-lived marketing-related and other [Member]</link:label>
    <link:label id="lab_wfm_DefiniteLivedMarketingRelatedAndOtherMember_4BFD260DAAEA3E010543030E21EBE85C_label_en-US" xlink:label="lab_wfm_DefiniteLivedMarketingRelatedAndOtherMember_4BFD260DAAEA3E010543030E21EBE85C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Definite lived marketing related and other [Member]</link:label>
    <link:label id="lab_wfm_DefiniteLivedMarketingRelatedAndOtherMember_4BFD260DAAEA3E010543030E21EBE85C_documentation_en-US" xlink:label="lab_wfm_DefiniteLivedMarketingRelatedAndOtherMember_4BFD260DAAEA3E010543030E21EBE85C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">This element represents the finite-lived intangible assets that are related to marketing and other intangibles.</link:label>
    <link:loc xlink:href="wfm-20130120.xsd#wfm_DefiniteLivedMarketingRelatedAndOtherMember" xlink:label="loc_wfm_DefiniteLivedMarketingRelatedAndOtherMember_4BFD260DAAEA3E010543030E21EBE85C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_wfm_DefiniteLivedMarketingRelatedAndOtherMember_4BFD260DAAEA3E010543030E21EBE85C" xlink:to="lab_wfm_DefiniteLivedMarketingRelatedAndOtherMember_4BFD260DAAEA3E010543030E21EBE85C" xlink:type="arc" />
    <link:label id="lab_wfm_IndefiniteLivedContractBasedMember_B81DA14F7DC53208DB3C030E21EB29B0_terseLabel_en-US" xlink:label="lab_wfm_IndefiniteLivedContractBasedMember_B81DA14F7DC53208DB3C030E21EB29B0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Indefinite-lived contract-based [Member]</link:label>
    <link:label id="lab_wfm_IndefiniteLivedContractBasedMember_B81DA14F7DC53208DB3C030E21EB29B0_label_en-US" xlink:label="lab_wfm_IndefiniteLivedContractBasedMember_B81DA14F7DC53208DB3C030E21EB29B0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Indefinite Lived Contract Based Member</link:label>
    <link:label id="lab_wfm_IndefiniteLivedContractBasedMember_B81DA14F7DC53208DB3C030E21EB29B0_documentation_en-US" xlink:label="lab_wfm_IndefiniteLivedContractBasedMember_B81DA14F7DC53208DB3C030E21EB29B0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">This element represents the indefinite-lived intangible assets that arise from a contractual arrangement with a third party.</link:label>
    <link:loc xlink:href="wfm-20130120.xsd#wfm_IndefiniteLivedContractBasedMember" xlink:label="loc_wfm_IndefiniteLivedContractBasedMember_B81DA14F7DC53208DB3C030E21EB29B0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_wfm_IndefiniteLivedContractBasedMember_B81DA14F7DC53208DB3C030E21EB29B0" xlink:to="lab_wfm_IndefiniteLivedContractBasedMember_B81DA14F7DC53208DB3C030E21EB29B0" xlink:type="arc" />
    <link:label id="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsLineItems_01A6CD59F19AC2B5F122030E21EC5FD1_terseLabel_en-US" xlink:label="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsLineItems_01A6CD59F19AC2B5F122030E21EC5FD1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Finite and Indefinite-Lived Intangible Assets</link:label>
    <link:label id="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsLineItems_01A6CD59F19AC2B5F122030E21EC5FD1_label_en-US" xlink:label="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsLineItems_01A6CD59F19AC2B5F122030E21EC5FD1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Finite and Indefinite-lived Intangible Assets [Line Items]</link:label>
    <link:label id="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsLineItems_01A6CD59F19AC2B5F122030E21EC5FD1_documentation_en-US" xlink:label="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsLineItems_01A6CD59F19AC2B5F122030E21EC5FD1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">This element represents financial concepts included in a table. These concepts are used to disclose reportable information associated with domain members, which are defined in one or many axes to the table.</link:label>
    <link:loc xlink:href="wfm-20130120.xsd#wfm_FiniteAndIndefiniteLivedIntangibleAssetsLineItems" xlink:label="loc_wfm_FiniteAndIndefiniteLivedIntangibleAssetsLineItems_01A6CD59F19AC2B5F122030E21EC5FD1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_wfm_FiniteAndIndefiniteLivedIntangibleAssetsLineItems_01A6CD59F19AC2B5F122030E21EC5FD1" xlink:to="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsLineItems_01A6CD59F19AC2B5F122030E21EC5FD1" xlink:type="arc" />
    <link:label id="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsGross_B41399245665710D08B4030E21EC0A63_terseLabel_en-US" xlink:label="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsGross_B41399245665710D08B4030E21EC0A63" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gross carrying amount</link:label>
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    <link:label id="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsGross_B41399245665710D08B4030E21EC0A63_documentation_en-US" xlink:label="lab_wfm_FiniteAndIndefiniteLivedIntangibleAssetsGross_B41399245665710D08B4030E21EC0A63" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the sum, net of any impairment charges, of the carrying amounts of all finite-lived intangible assets, gross before accumulated amortization, and indefinite-lived intangible assets, excluding goodwill, as of the balance sheet date.</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2012/elts/us-gaap-2012-01-31.xsd#us-gaap_FiniteLivedIntangibleAssetsAccumulatedAmortization" xlink:label="loc_us-gaap_FiniteLivedIntangibleAssetsAccumulatedAmortization_AC51610C119BB1653AA2030E21ECF467" xlink:type="locator" />
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    <link:label id="lab_wfm_ScheduleOfSharesRepurchasedTableTextBlock_F70DAA931CE8CC35AA2EF30D5894A489_terseLabel_en-US" xlink:label="lab_wfm_ScheduleOfSharesRepurchasedTableTextBlock_F70DAA931CE8CC35AA2EF30D5894A489" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Shares Repurchased [Table Text Block]</link:label>
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    <link:loc xlink:href="wfm-20130120.xsd#wfm_NumberOfWeeksInFiscalYear" xlink:label="loc_wfm_NumberOfWeeksInFiscalYear_6AA4DFCE6760206AC0AB8C17A488A1A1" xlink:type="locator" />
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    <link:label id="lab_wfm_NumberOfWeeksInFirstQuarter_ABE639C9227AAB2A4A188C17A488C90E_terseLabel_en-US" xlink:label="lab_wfm_NumberOfWeeksInFirstQuarter_ABE639C9227AAB2A4A188C17A488C90E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of weeks in first quarter</link:label>
    <link:label id="lab_wfm_NumberOfWeeksInFirstQuarter_ABE639C9227AAB2A4A188C17A488C90E_label_en-US" xlink:label="lab_wfm_NumberOfWeeksInFirstQuarter_ABE639C9227AAB2A4A188C17A488C90E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of weeks in first quarter</link:label>
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    <link:loc xlink:href="wfm-20130120.xsd#wfm_NumberOfWeeksInFirstQuarter" xlink:label="loc_wfm_NumberOfWeeksInFirstQuarter_ABE639C9227AAB2A4A188C17A488C90E" xlink:type="locator" />
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    <link:label id="lab_wfm_NumberOfWeeksInSecondQuarter_011FFB853536A5EBB8988C17A488A57E_terseLabel_en-US" xlink:label="lab_wfm_NumberOfWeeksInSecondQuarter_011FFB853536A5EBB8988C17A488A57E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of weeks in second quarter</link:label>
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    <link:label id="lab_wfm_NumberOfWeeksInSecondQuarter_011FFB853536A5EBB8988C17A488A57E_documentation_en-US" xlink:label="lab_wfm_NumberOfWeeksInSecondQuarter_011FFB853536A5EBB8988C17A488A57E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of weeks in second quarter, in 'PnYnMnDTnHnMnS' format, for example, 'P1Y5M13D' represents the reported fact of one year, five months, and thirteen days.</link:label>
    <link:loc xlink:href="wfm-20130120.xsd#wfm_NumberOfWeeksInSecondQuarter" xlink:label="loc_wfm_NumberOfWeeksInSecondQuarter_011FFB853536A5EBB8988C17A488A57E" xlink:type="locator" />
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    <link:label id="lab_wfm_NumberOfWeeksInThirdQuarter_4F609D3447A98AFC33A78C17A488A60C_terseLabel_en-US" xlink:label="lab_wfm_NumberOfWeeksInThirdQuarter_4F609D3447A98AFC33A78C17A488A60C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of weeks in third quarter</link:label>
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    <link:label id="lab_wfm_NumberOfWeeksInThirdQuarter_4F609D3447A98AFC33A78C17A488A60C_documentation_en-US" xlink:label="lab_wfm_NumberOfWeeksInThirdQuarter_4F609D3447A98AFC33A78C17A488A60C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of weeks in third quarter, in 'PnYnMnDTnHnMnS' format, for example, 'P1Y5M13D' represents the reported fact of one year, five months, and thirteen days.</link:label>
    <link:loc xlink:href="wfm-20130120.xsd#wfm_NumberOfWeeksInThirdQuarter" xlink:label="loc_wfm_NumberOfWeeksInThirdQuarter_4F609D3447A98AFC33A78C17A488A60C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_wfm_NumberOfWeeksInThirdQuarter_4F609D3447A98AFC33A78C17A488A60C" xlink:to="lab_wfm_NumberOfWeeksInThirdQuarter_4F609D3447A98AFC33A78C17A488A60C" xlink:type="arc" />
    <link:label id="lab_wfm_NumberOfWeeksIncludedInFourthQuarter_EEAB6D739B56A6A49B4A8C17A488115C_terseLabel_en-US" xlink:label="lab_wfm_NumberOfWeeksIncludedInFourthQuarter_EEAB6D739B56A6A49B4A8C17A488115C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of weeks in fourth quarter</link:label>
    <link:label id="lab_wfm_NumberOfWeeksIncludedInFourthQuarter_EEAB6D739B56A6A49B4A8C17A488115C_label_en-US" xlink:label="lab_wfm_NumberOfWeeksIncludedInFourthQuarter_EEAB6D739B56A6A49B4A8C17A488115C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of weeks included in fourth quarter</link:label>
    <link:label id="lab_wfm_NumberOfWeeksIncludedInFourthQuarter_EEAB6D739B56A6A49B4A8C17A488115C_documentation_en-US" xlink:label="lab_wfm_NumberOfWeeksIncludedInFourthQuarter_EEAB6D739B56A6A49B4A8C17A488115C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of weeks included in fourth quarter, in 'PnYnMnDTnHnMnS' format, for example, 'P1Y5M13D' represents the reported fact of one year, five months, and thirteen days.</link:label>
    <link:loc xlink:href="wfm-20130120.xsd#wfm_NumberOfWeeksIncludedInFourthQuarter" xlink:label="loc_wfm_NumberOfWeeksIncludedInFourthQuarter_EEAB6D739B56A6A49B4A8C17A488115C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_wfm_NumberOfWeeksIncludedInFourthQuarter_EEAB6D739B56A6A49B4A8C17A488115C" xlink:to="lab_wfm_NumberOfWeeksIncludedInFourthQuarter_EEAB6D739B56A6A49B4A8C17A488115C" xlink:type="arc" />
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    <link:label id="lab_us-gaap_StatementOfStockholdersEquityAbstract_E78BCE34BDC3B29E3260EF158D3CBA69_label_en-US" xlink:label="lab_us-gaap_StatementOfStockholdersEquityAbstract_E78BCE34BDC3B29E3260EF158D3CBA69" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statement of Stockholders' Equity [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2012/elts/us-gaap-2012-01-31.xsd#us-gaap_StatementOfStockholdersEquityAbstract" xlink:label="loc_us-gaap_StatementOfStockholdersEquityAbstract_E78BCE34BDC3B29E3260EF158D3CBA69" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementOfStockholdersEquityAbstract_E78BCE34BDC3B29E3260EF158D3CBA69" xlink:to="lab_us-gaap_StatementOfStockholdersEquityAbstract_E78BCE34BDC3B29E3260EF158D3CBA69" xlink:type="arc" />
    <link:label id="lab_us-gaap_CommonStockDividendsPerShareDeclared_048669ED2030A57376AEEF158D3FF4C6_terseLabel_en-US" xlink:label="lab_us-gaap_CommonStockDividendsPerShareDeclared_048669ED2030A57376AEEF158D3FF4C6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Dividends declared per common share (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_CommonStockDividendsPerShareDeclared_048669ED2030A57376AEEF158D3FF4C6_label_en-US" xlink:label="lab_us-gaap_CommonStockDividendsPerShareDeclared_048669ED2030A57376AEEF158D3FF4C6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Common Stock, Dividends, Per Share, Declared</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2012/elts/us-gaap-2012-01-31.xsd#us-gaap_CommonStockDividendsPerShareDeclared" xlink:label="loc_us-gaap_CommonStockDividendsPerShareDeclared_048669ED2030A57376AEEF158D3FF4C6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CommonStockDividendsPerShareDeclared_048669ED2030A57376AEEF158D3FF4C6" xlink:to="lab_us-gaap_CommonStockDividendsPerShareDeclared_048669ED2030A57376AEEF158D3FF4C6" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfCalculationOfNumeratorAndDenominatorInEarningsPerShareTableTextBlock_4D9A3E189F5DE7620D1A8C17A4800024_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfCalculationOfNumeratorAndDenominatorInEarningsPerShareTableTextBlock_4D9A3E189F5DE7620D1A8C17A4800024" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Calculation of Numerator and Denominator in Earnings Per Share [Table Text Block]</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2012/elts/us-gaap-2012-01-31.xsd#us-gaap_ScheduleOfCalculationOfNumeratorAndDenominatorInEarningsPerShareTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfCalculationOfNumeratorAndDenominatorInEarningsPerShareTableTextBlock_4D9A3E189F5DE7620D1A8C17A4800024" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfCalculationOfNumeratorAndDenominatorInEarningsPerShareTableTextBlock_4D9A3E189F5DE7620D1A8C17A4800024" xlink:to="lab_us-gaap_ScheduleOfCalculationOfNumeratorAndDenominatorInEarningsPerShareTableTextBlock_4D9A3E189F5DE7620D1A8C17A4800024" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleOfEmployeeServiceShareBasedCompensationAllocationOfRecognizedPeriodCostsTextBlock_7CE7D4F3741DD217EBA65DE37792CBD8_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfEmployeeServiceShareBasedCompensationAllocationOfRecognizedPeriodCostsTextBlock_7CE7D4F3741DD217EBA65DE37792CBD8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Employee Service Share-based Compensation, Allocation of Recognized Period Costs [Table Text Block]</link:label>
    <link:label id="lab_us-gaap_ScheduleOfEmployeeServiceShareBasedCompensationAllocationOfRecognizedPeriodCostsTextBlock_7CE7D4F3741DD217EBA65DE37792CBD8_label_en-US" xlink:label="lab_us-gaap_ScheduleOfEmployeeServiceShareBasedCompensationAllocationOfRecognizedPeriodCostsTextBlock_7CE7D4F3741DD217EBA65DE37792CBD8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Employee Service Share-based Compensation, Allocation of Recognized Period Costs [Table Text Block]</link:label>
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    <link:label id="lab_wfm_DocumentAndEntityAbstract_863F465B2DC5C75CA46BFD546D10E110_label_en-US" xlink:label="lab_wfm_DocumentAndEntityAbstract_863F465B2DC5C75CA46BFD546D10E110" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Document and Entity [Abstract]</link:label>
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    <link:label id="lab_wfm_NumberOfRelatedParties_4320390DA1E2A134F89E8C17A46C988D_terseLabel_en-US" xlink:label="lab_wfm_NumberOfRelatedParties_4320390DA1E2A134F89E8C17A46C988D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of non-profit organizations</link:label>
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    <link:label id="lab_us-gaap_IncomeStatementAbstract_208EE7848B8E535A543EF061132A9BCF_label_en-US" xlink:label="lab_us-gaap_IncomeStatementAbstract_208EE7848B8E535A543EF061132A9BCF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Statement [Abstract]</link:label>
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    <link:label id="lab_us-gaap_SalesRevenueNet_3054D22829B2CE8CC5C3F061132AD190_terseLabel_en-US" xlink:label="lab_us-gaap_SalesRevenueNet_3054D22829B2CE8CC5C3F061132AD190" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sales</link:label>
    <link:label id="lab_us-gaap_SalesRevenueNet_3054D22829B2CE8CC5C3F061132AD190_label_en-US" xlink:label="lab_us-gaap_SalesRevenueNet_3054D22829B2CE8CC5C3F061132AD190" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenue, Net</link:label>
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    <link:label id="lab_wfm_CostOfGoodsSoldAndOccupancyCosts_2EDEF5038A2FD79E78E8F061132A77EA_terseLabel_en-US" xlink:label="lab_wfm_CostOfGoodsSoldAndOccupancyCosts_2EDEF5038A2FD79E78E8F061132A77EA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cost of goods sold and occupancy costs</link:label>
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    <link:label id="lab_wfm_CostOfGoodsSoldAndOccupancyCosts_2EDEF5038A2FD79E78E8F061132A77EA_documentation_en-US" xlink:label="lab_wfm_CostOfGoodsSoldAndOccupancyCosts_2EDEF5038A2FD79E78E8F061132A77EA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The aggregate costs related to goods sold during the reporting period, net of discounts and allowances, distribution and food preparation costs, and shipping and handling costs. Occupancy costs include store rental costs, property taxes, utility costs, repair and maintenance, and property insurance.</link:label>
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    <link:label id="lab_us-gaap_GrossProfit_37C3D4E8940590DC0A0BF061132A9388_totalLabel_en-US" xlink:label="lab_us-gaap_GrossProfit_37C3D4E8940590DC0A0BF061132A9388" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Gross profit</link:label>
    <link:label id="lab_us-gaap_GrossProfit_37C3D4E8940590DC0A0BF061132A9388_label_en-US" xlink:label="lab_us-gaap_GrossProfit_37C3D4E8940590DC0A0BF061132A9388" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Gross Profit</link:label>
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    <link:label id="lab_wfm_DirectStoreExpenses_788F8DEB08769443BFD9F061132A04C4_terseLabel_en-US" xlink:label="lab_wfm_DirectStoreExpenses_788F8DEB08769443BFD9F061132A04C4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Direct store expenses</link:label>
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    <link:label id="lab_wfm_DirectStoreExpenses_788F8DEB08769443BFD9F061132A04C4_documentation_en-US" xlink:label="lab_wfm_DirectStoreExpenses_788F8DEB08769443BFD9F061132A04C4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Generally recurring costs associated with normal operations except for the portion of the expenses which can be clearly related to production and are included in cost of sales or services. It excludes general and administrative expense.</link:label>
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    <link:label id="lab_us-gaap_GeneralAndAdministrativeExpense_CBA6C044C877F2633505F061132A0091_terseLabel_en-US" xlink:label="lab_us-gaap_GeneralAndAdministrativeExpense_CBA6C044C877F2633505F061132A0091" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">General and administrative expenses</link:label>
    <link:label id="lab_us-gaap_GeneralAndAdministrativeExpense_CBA6C044C877F2633505F061132A0091_label_en-US" xlink:label="lab_us-gaap_GeneralAndAdministrativeExpense_CBA6C044C877F2633505F061132A0091" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">General and Administrative Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2012/elts/us-gaap-2012-01-31.xsd#us-gaap_GeneralAndAdministrativeExpense" xlink:label="loc_us-gaap_GeneralAndAdministrativeExpense_CBA6C044C877F2633505F061132A0091" xlink:type="locator" />
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    <link:label id="lab_us-gaap_PreOpeningCosts_CA240B98EEC1F3D520C5F061132A065E_terseLabel_en-US" xlink:label="lab_us-gaap_PreOpeningCosts_CA240B98EEC1F3D520C5F061132A065E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Pre-opening expenses</link:label>
    <link:label id="lab_us-gaap_PreOpeningCosts_CA240B98EEC1F3D520C5F061132A065E_label_en-US" xlink:label="lab_us-gaap_PreOpeningCosts_CA240B98EEC1F3D520C5F061132A065E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Pre-Opening Costs</link:label>
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    <link:label id="lab_wfm_RelocationStoreClosureAndLeaseTerminationCosts_BB9A79A465AF24DC88D7F061132A4E4A_terseLabel_en-US" xlink:label="lab_wfm_RelocationStoreClosureAndLeaseTerminationCosts_BB9A79A465AF24DC88D7F061132A4E4A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Relocation, store closure and lease termination costs</link:label>
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    <link:label id="lab_us-gaap_OperatingIncomeLoss_9F55C86B78FE2AC18BF8F061132ADFC3_totalLabel_en-US" xlink:label="lab_us-gaap_OperatingIncomeLoss_9F55C86B78FE2AC18BF8F061132ADFC3" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Operating income</link:label>
    <link:label id="lab_us-gaap_OperatingIncomeLoss_9F55C86B78FE2AC18BF8F061132ADFC3_label_en-US" xlink:label="lab_us-gaap_OperatingIncomeLoss_9F55C86B78FE2AC18BF8F061132ADFC3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Income (Loss)</link:label>
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    <link:label id="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_5492A04436256E051133F061132A491A_totalLabel_en-US" xlink:label="lab_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesMinorityInterestAndIncomeLossFromEquityMethodInvestments_5492A04436256E051133F061132A491A" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Income before income taxes</link:label>
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