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    <link:label id="lab_us-gaap_CommonStockValue_1D2BA52AC78F75794CB9D87E21482E1A_label_en-US" xlink:label="lab_us-gaap_CommonStockValue_1D2BA52AC78F75794CB9D87E21482E1A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Common Stock, Value, Issued</link:label>
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    <link:label id="lab_us-gaap_LongTermDebtCurrent_95461180B5D13A9CE77D2B17D7F2049A_verboseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtCurrent_95461180B5D13A9CE77D2B17D7F2049A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Less: current maturities of long-term debt</link:label>
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    <link:label id="lab_us-gaap_DeferredFinanceCostsNet_4BDD608A99334BAF09142B17D7F2ABD3_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredFinanceCostsNet_4BDD608A99334BAF09142B17D7F2ABD3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Less: deferred financing costs, net</link:label>
    <link:label id="lab_us-gaap_DeferredFinanceCostsNet_4BDD608A99334BAF09142B17D7F2ABD3_label_en-US" xlink:label="lab_us-gaap_DeferredFinanceCostsNet_4BDD608A99334BAF09142B17D7F2ABD3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Issuance Costs, Net</link:label>
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    <link:label id="lab_us-gaap_LongTermDebtNoncurrent_9819BA475D5ED14D6EAE2B17D7F272F8_verboseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtNoncurrent_9819BA475D5ED14D6EAE2B17D7F272F8" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Total long-term debt, net</link:label>
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    <link:label id="lab_dei_DocumentType_24F6E5E8A7B38A8D1DE81F72A3A7CDD7_label_en-US" xlink:label="lab_dei_DocumentType_24F6E5E8A7B38A8D1DE81F72A3A7CDD7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Document Type</link:label>
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    <link:label id="lab_dei_DocumentQuarterlyReport_B0F9CB58B7D3F25AC8551F72A3A5D8BF_terseLabel_en-US" xlink:label="lab_dei_DocumentQuarterlyReport_B0F9CB58B7D3F25AC8551F72A3A5D8BF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Document Quarterly Report</link:label>
    <link:label id="lab_dei_DocumentQuarterlyReport_B0F9CB58B7D3F25AC8551F72A3A5D8BF_label_en-US" xlink:label="lab_dei_DocumentQuarterlyReport_B0F9CB58B7D3F25AC8551F72A3A5D8BF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Document Quarterly Report</link:label>
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    <link:label id="lab_dei_DocumentPeriodEndDate_2108946FCEE17C165B7A1F72A3A7E4C8_label_en-US" xlink:label="lab_dei_DocumentPeriodEndDate_2108946FCEE17C165B7A1F72A3A7E4C8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Document Period End Date</link:label>
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    <link:label id="lab_dei_EntityFileNumber_8BBBA8A0BF40ECEDA6A41F794C30D0EA_terseLabel_en-US" xlink:label="lab_dei_EntityFileNumber_8BBBA8A0BF40ECEDA6A41F794C30D0EA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity File Number</link:label>
    <link:label id="lab_dei_EntityFileNumber_8BBBA8A0BF40ECEDA6A41F794C30D0EA_label_en-US" xlink:label="lab_dei_EntityFileNumber_8BBBA8A0BF40ECEDA6A41F794C30D0EA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity File Number</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2019/dei-2019-01-31.xsd#dei_EntityFileNumber" xlink:label="loc_dei_EntityFileNumber_8BBBA8A0BF40ECEDA6A41F794C30D0EA" xlink:type="locator" />
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    <link:label id="lab_dei_DocumentTransitionReport_67FEC947F56B0461CB0C1F72A3A6C689_terseLabel_en-US" xlink:label="lab_dei_DocumentTransitionReport_67FEC947F56B0461CB0C1F72A3A6C689" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Document Transition Report</link:label>
    <link:label id="lab_dei_DocumentTransitionReport_67FEC947F56B0461CB0C1F72A3A6C689_label_en-US" xlink:label="lab_dei_DocumentTransitionReport_67FEC947F56B0461CB0C1F72A3A6C689" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Document Transition Report</link:label>
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    <link:label id="lab_dei_EntityRegistrantName_11227F710C240624FF771F72A3A61157_label_en-US" xlink:label="lab_dei_EntityRegistrantName_11227F710C240624FF771F72A3A61157" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity Registrant Name</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2019/dei-2019-01-31.xsd#dei_EntityRegistrantName" xlink:label="loc_dei_EntityRegistrantName_11227F710C240624FF771F72A3A61157" xlink:type="locator" />
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    <link:label id="lab_dei_EntityIncorporationStateCountryCode_8A9E69A58F6BA126B3A51F72A3A79DBE_terseLabel_en-US" xlink:label="lab_dei_EntityIncorporationStateCountryCode_8A9E69A58F6BA126B3A51F72A3A79DBE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity Incorporation, State or Country Code</link:label>
    <link:label id="lab_dei_EntityIncorporationStateCountryCode_8A9E69A58F6BA126B3A51F72A3A79DBE_label_en-US" xlink:label="lab_dei_EntityIncorporationStateCountryCode_8A9E69A58F6BA126B3A51F72A3A79DBE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity Incorporation, State or Country Code</link:label>
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    <link:label id="lab_alsn_VariableRateOneMember_F14A199380C51477DC5FF7795DD45A67_terseLabel_en-US" xlink:label="lab_alsn_VariableRateOneMember_F14A199380C51477DC5FF7795DD45A67" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">first lien net leverage ratio is above 4.00x</link:label>
    <link:label id="lab_alsn_VariableRateOneMember_F14A199380C51477DC5FF7795DD45A67_label_en-US" xlink:label="lab_alsn_VariableRateOneMember_F14A199380C51477DC5FF7795DD45A67" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Variable Rate One [Member]</link:label>
    <link:label id="lab_alsn_VariableRateOneMember_F14A199380C51477DC5FF7795DD45A67_documentation_en-US" xlink:label="lab_alsn_VariableRateOneMember_F14A199380C51477DC5FF7795DD45A67" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Variable Rate One [Member]</link:label>
    <link:loc xlink:href="alsn-20190630.xsd#alsn_VariableRateOneMember" xlink:label="loc_alsn_VariableRateOneMember_F14A199380C51477DC5FF7795DD45A67" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_alsn_VariableRateOneMember_F14A199380C51477DC5FF7795DD45A67" xlink:to="lab_alsn_VariableRateOneMember_F14A199380C51477DC5FF7795DD45A67" xlink:type="arc" />
    <link:label id="lab_alsn_VariableRateTwoMember_A0CB1350AE9F51A49D2FF7795DD53D93_terseLabel_en-US" xlink:label="lab_alsn_VariableRateTwoMember_A0CB1350AE9F51A49D2FF7795DD53D93" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">first lien net leverage ratio is equal to or less than 4.00x and above 3.50x</link:label>
    <link:label id="lab_alsn_VariableRateTwoMember_A0CB1350AE9F51A49D2FF7795DD53D93_label_en-US" xlink:label="lab_alsn_VariableRateTwoMember_A0CB1350AE9F51A49D2FF7795DD53D93" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Variable Rate Two [Member]</link:label>
    <link:label id="lab_alsn_VariableRateTwoMember_A0CB1350AE9F51A49D2FF7795DD53D93_documentation_en-US" xlink:label="lab_alsn_VariableRateTwoMember_A0CB1350AE9F51A49D2FF7795DD53D93" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Variable Rate Two [Member]</link:label>
    <link:loc xlink:href="alsn-20190630.xsd#alsn_VariableRateTwoMember" xlink:label="loc_alsn_VariableRateTwoMember_A0CB1350AE9F51A49D2FF7795DD53D93" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_alsn_VariableRateTwoMember_A0CB1350AE9F51A49D2FF7795DD53D93" xlink:to="lab_alsn_VariableRateTwoMember_A0CB1350AE9F51A49D2FF7795DD53D93" xlink:type="arc" />
    <link:label id="lab_alsn_VariableRateThreeMember_5AD3C56CA64C3377FE2CF7795DD523E0_terseLabel_en-US" xlink:label="lab_alsn_VariableRateThreeMember_5AD3C56CA64C3377FE2CF7795DD523E0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">first lien net leverage ratio is equal to or below 3.50x</link:label>
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    <link:label id="lab_srt_RangeAxis_FA85659FF53A03155A28F7795DD53814_label_en-US" xlink:label="lab_srt_RangeAxis_FA85659FF53A03155A28F7795DD53814" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statistical Measurement [Axis]</link:label>
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    <link:label id="lab_srt_RangeMember_E284A72ABA9FA1FF3CA9F7795DD59257_terseLabel_en-US" xlink:label="lab_srt_RangeMember_E284A72ABA9FA1FF3CA9F7795DD59257" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Statistical Measurement [Domain]</link:label>
    <link:label id="lab_srt_RangeMember_E284A72ABA9FA1FF3CA9F7795DD59257_label_en-US" xlink:label="lab_srt_RangeMember_E284A72ABA9FA1FF3CA9F7795DD59257" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statistical Measurement [Domain]</link:label>
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    <link:label id="lab_srt_MinimumMember_0CAA4786A92306CAF455F7795DD5B58B_terseLabel_en-US" xlink:label="lab_srt_MinimumMember_0CAA4786A92306CAF455F7795DD5B58B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Minimum</link:label>
    <link:label id="lab_srt_MinimumMember_0CAA4786A92306CAF455F7795DD5B58B_label_en-US" xlink:label="lab_srt_MinimumMember_0CAA4786A92306CAF455F7795DD5B58B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Minimum [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2019/elts/srt-2019-01-31.xsd#srt_MinimumMember" xlink:label="loc_srt_MinimumMember_0CAA4786A92306CAF455F7795DD5B58B" xlink:type="locator" />
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    <link:label id="lab_srt_MaximumMember_023A44C8518E65021700F7795DD5DA92_terseLabel_en-US" xlink:label="lab_srt_MaximumMember_023A44C8518E65021700F7795DD5DA92" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Maximum</link:label>
    <link:label id="lab_srt_MaximumMember_023A44C8518E65021700F7795DD5DA92_label_en-US" xlink:label="lab_srt_MaximumMember_023A44C8518E65021700F7795DD5DA92" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maximum [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2019/elts/srt-2019-01-31.xsd#srt_MaximumMember" xlink:label="loc_srt_MaximumMember_023A44C8518E65021700F7795DD5DA92" xlink:type="locator" />
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    <link:label id="lab_alsn_DebtIssuanceExpense_57D3279C13111D00762EF7795DD66736_terseLabel_en-US" xlink:label="lab_alsn_DebtIssuanceExpense_57D3279C13111D00762EF7795DD66736" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt issuance expense</link:label>
    <link:label id="lab_alsn_DebtIssuanceExpense_57D3279C13111D00762EF7795DD66736_label_en-US" xlink:label="lab_alsn_DebtIssuanceExpense_57D3279C13111D00762EF7795DD66736" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Issuance Expense</link:label>
    <link:label id="lab_alsn_DebtIssuanceExpense_57D3279C13111D00762EF7795DD66736_documentation_en-US" xlink:label="lab_alsn_DebtIssuanceExpense_57D3279C13111D00762EF7795DD66736" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Issuance Expense</link:label>
    <link:loc xlink:href="alsn-20190630.xsd#alsn_DebtIssuanceExpense" xlink:label="loc_alsn_DebtIssuanceExpense_57D3279C13111D00762EF7795DD66736" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_alsn_DebtIssuanceExpense_57D3279C13111D00762EF7795DD66736" xlink:to="lab_alsn_DebtIssuanceExpense_57D3279C13111D00762EF7795DD66736" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_44FC995E67B0CF6BCDEEF7795DD60A99_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_44FC995E67B0CF6BCDEEF7795DD60A99" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Applicable margin over base rate</link:label>
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    <link:label id="lab_alsn_DebtInstrumentFloorRate_74C03DC8A3ED15597EECF7795DD62902_terseLabel_en-US" xlink:label="lab_alsn_DebtInstrumentFloorRate_74C03DC8A3ED15597EECF7795DD62902" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Floor rate</link:label>
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    <link:label id="lab_us-gaap_OtherNoncashIncomeExpense_9F3C1820E4257A30B13529EDD8D9DD4D_label_en-US" xlink:label="lab_us-gaap_OtherNoncashIncomeExpense_9F3C1820E4257A30B13529EDD8D9DD4D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Noncash Income (Expense)</link:label>
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    <link:label id="lab_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_BBA2D22B3EADC81132F229EDD8D9CA3B_terseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_BBA2D22B3EADC81132F229EDD8D9CA3B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Changes in assets and liabilities:</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_BBA2D22B3EADC81132F229EDD8D9CA3B" xlink:to="lab_us-gaap_IncreaseDecreaseInOperatingCapitalAbstract_BBA2D22B3EADC81132F229EDD8D9CA3B" xlink:type="arc" />
    <link:label id="lab_us-gaap_IncreaseDecreaseInAccountsReceivable_F3C68E2787F088E7DFA429EDD8D90755_negatedLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInAccountsReceivable_F3C68E2787F088E7DFA429EDD8D90755" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Accounts receivable</link:label>
    <link:label id="lab_us-gaap_IncreaseDecreaseInAccountsReceivable_F3C68E2787F088E7DFA429EDD8D90755_label_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInAccountsReceivable_F3C68E2787F088E7DFA429EDD8D90755" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Accounts Receivable</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_IncreaseDecreaseInAccountsReceivable_F3C68E2787F088E7DFA429EDD8D90755" xlink:to="lab_us-gaap_IncreaseDecreaseInAccountsReceivable_F3C68E2787F088E7DFA429EDD8D90755" xlink:type="arc" />
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    <link:label id="lab_us-gaap_IncreaseDecreaseInOtherOperatingCapitalNet_A589058FB8A4E4830AE729EDD8DA97B1_negatedLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInOtherOperatingCapitalNet_A589058FB8A4E4830AE729EDD8DA97B1" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Other assets and liabilities</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_IncreaseDecreaseInOtherOperatingCapitalNet" xlink:label="loc_us-gaap_IncreaseDecreaseInOtherOperatingCapitalNet_A589058FB8A4E4830AE729EDD8DA97B1" xlink:type="locator" />
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    <link:label id="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_DCCCDEE5419BA73BD39129EDD8DA9D81_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_DCCCDEE5419BA73BD39129EDD8DA9D81" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Operating Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivities" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_DCCCDEE5419BA73BD39129EDD8DA9D81" xlink:type="locator" />
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    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_E467CB4CC1FC098A13E429EDD8DAD19E_terseLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_E467CB4CC1FC098A13E429EDD8DAD19E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">CASH FLOWS FROM INVESTING ACTIVITIES:</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_E467CB4CC1FC098A13E429EDD8DAD19E_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_E467CB4CC1FC098A13E429EDD8DAD19E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Investing Activities [Abstract]</link:label>
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    <link:label id="lab_us-gaap_PaymentsToAcquireBusinessesGross_F8FAD37AAC6BF080353C29EDD8DAA486_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireBusinessesGross_F8FAD37AAC6BF080353C29EDD8DAA486" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Business acquisitions</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PaymentsToAcquireBusinessesGross" xlink:label="loc_us-gaap_PaymentsToAcquireBusinessesGross_F8FAD37AAC6BF080353C29EDD8DAA486" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PaymentsToAcquirePropertyPlantAndEquipment" xlink:label="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_684007BE53D50E2951E929EDD8DA4D00" xlink:type="locator" />
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    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_0E47B839ABE05C9E627729EDD8DBBF35_totalLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_0E47B839ABE05C9E627729EDD8DBBF35" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net cash used for investing activities</link:label>
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