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    <link:label id="lab_us-gaap_AssetsCurrentAbstract_01A3C6AB61660E6EFB0B1B3B4ABF3720_label_en-US" xlink:label="lab_us-gaap_AssetsCurrentAbstract_01A3C6AB61660E6EFB0B1B3B4ABF3720" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets, Current [Abstract]</link:label>
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    <link:label id="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_3DF5AC43894EF0B034061B3B4AC04C21_terseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_3DF5AC43894EF0B034061B3B4AC04C21" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash and cash equivalents</link:label>
    <link:label id="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_3DF5AC43894EF0B034061B3B4AC04C21_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_3DF5AC43894EF0B034061B3B4AC04C21" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash and Cash Equivalents, at Carrying Value</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_CashAndCashEquivalentsAtCarryingValue_3DF5AC43894EF0B034061B3B4AC04C21" xlink:to="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_3DF5AC43894EF0B034061B3B4AC04C21" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccountsReceivableNetCurrent_5F85132FD626DD538F2F1B3B4AC16D26_terseLabel_en-US" xlink:label="lab_us-gaap_AccountsReceivableNetCurrent_5F85132FD626DD538F2F1B3B4AC16D26" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accounts receivable, net of allowances of $3,511 in 2019 and $3,705 in 2018</link:label>
    <link:label id="lab_us-gaap_AccountsReceivableNetCurrent_5F85132FD626DD538F2F1B3B4AC16D26_label_en-US" xlink:label="lab_us-gaap_AccountsReceivableNetCurrent_5F85132FD626DD538F2F1B3B4AC16D26" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accounts Receivable, after Allowance for Credit Loss, Current</link:label>
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    <link:label id="lab_us-gaap_PrepaidExpenseCurrent_0E0089572FA8CEFB2B1E1B3B4AC24E03_terseLabel_en-US" xlink:label="lab_us-gaap_PrepaidExpenseCurrent_0E0089572FA8CEFB2B1E1B3B4AC24E03" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Prepaid expenses</link:label>
    <link:label id="lab_us-gaap_PrepaidExpenseCurrent_0E0089572FA8CEFB2B1E1B3B4AC24E03_label_en-US" xlink:label="lab_us-gaap_PrepaidExpenseCurrent_0E0089572FA8CEFB2B1E1B3B4AC24E03" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Prepaid Expense, Current</link:label>
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    <link:label id="lab_us-gaap_InsuranceSettlementsReceivableCurrent_2FF6D967C5AB95B465711B3B4AC21031_label_en-US" xlink:label="lab_us-gaap_InsuranceSettlementsReceivableCurrent_2FF6D967C5AB95B465711B3B4AC21031" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Insurance Settlements Receivable, Current</link:label>
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    <link:label id="lab_us-gaap_OtherAssetsCurrent_BF86AE51C4BC215B542C1B3B4AC38929_label_en-US" xlink:label="lab_us-gaap_OtherAssetsCurrent_BF86AE51C4BC215B542C1B3B4AC38929" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Assets, Current</link:label>
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    <link:label id="lab_us-gaap_AssetsCurrent_892943B3FB6DE67DAA221B3B4AC39037_totalLabel_en-US" xlink:label="lab_us-gaap_AssetsCurrent_892943B3FB6DE67DAA221B3B4AC39037" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total current assets</link:label>
    <link:label id="lab_us-gaap_AssetsCurrent_892943B3FB6DE67DAA221B3B4AC39037_label_en-US" xlink:label="lab_us-gaap_AssetsCurrent_892943B3FB6DE67DAA221B3B4AC39037" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AssetsCurrent" xlink:label="loc_us-gaap_AssetsCurrent_892943B3FB6DE67DAA221B3B4AC39037" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsCurrent_892943B3FB6DE67DAA221B3B4AC39037" xlink:to="lab_us-gaap_AssetsCurrent_892943B3FB6DE67DAA221B3B4AC39037" xlink:type="arc" />
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentNet_C0BD020605C69911E4271B3B4AC33690_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentNet_C0BD020605C69911E4271B3B4AC33690" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property and equipment, net of accumulated depreciation of $35,639 in 2019 and $33,476 in 2018</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentNet_C0BD020605C69911E4271B3B4AC33690_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentNet_C0BD020605C69911E4271B3B4AC33690" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Net</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_OperatingLeaseRightOfUseAsset" xlink:label="loc_us-gaap_OperatingLeaseRightOfUseAsset_FC3F0FD76B497EF52A451B3B4AC4F255" xlink:type="locator" />
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    <link:label id="lab_us-gaap_Goodwill_40C424697D8B8E4F3BCB1B3B4AC45745_verboseLabel_en-US" xlink:label="lab_us-gaap_Goodwill_40C424697D8B8E4F3BCB1B3B4AC45745" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Goodwill</link:label>
    <link:label id="lab_us-gaap_Goodwill_40C424697D8B8E4F3BCB1B3B4AC45745_label_en-US" xlink:label="lab_us-gaap_Goodwill_40C424697D8B8E4F3BCB1B3B4AC45745" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Goodwill</link:label>
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    <link:label id="lab_us-gaap_IndefiniteLivedTradeNames_80D28FBAC09271EAA2711B3B4AC5CBE7_verboseLabel_en-US" xlink:label="lab_us-gaap_IndefiniteLivedTradeNames_80D28FBAC09271EAA2711B3B4AC5CBE7" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Trade names, indefinite-lived</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_IndefiniteLivedTradeNames" xlink:label="loc_us-gaap_IndefiniteLivedTradeNames_80D28FBAC09271EAA2711B3B4AC5CBE7" xlink:type="locator" />
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    <link:label id="lab_us-gaap_FiniteLivedIntangibleAssetsNet_F9C306D61E94FBDECC701B3B4AC51CA4_terseLabel_en-US" xlink:label="lab_us-gaap_FiniteLivedIntangibleAssetsNet_F9C306D61E94FBDECC701B3B4AC51CA4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other intangible assets, net</link:label>
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    <link:label id="lab_ccrn_OperatingLeaseExpenseNonCash_673B1C2D8348A20D071F4A6E104D90F5_terseLabel_en-US" xlink:label="lab_ccrn_OperatingLeaseExpenseNonCash_673B1C2D8348A20D071F4A6E104D90F5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Non-cash lease expense</link:label>
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    <link:label id="lab_ccrn_OperatingLeaseExpenseNonCash_673B1C2D8348A20D071F4A6E104D90F5_documentation_en-US" xlink:label="lab_ccrn_OperatingLeaseExpenseNonCash_673B1C2D8348A20D071F4A6E104D90F5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Operating Lease Expense, Non-Cash</link:label>
    <link:loc xlink:href="ccrn-20190630.xsd#ccrn_OperatingLeaseExpenseNonCash" xlink:label="loc_ccrn_OperatingLeaseExpenseNonCash_673B1C2D8348A20D071F4A6E104D90F5" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ShareBasedCompensation_7310D503D6A61422935F4A6E104D49D6_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensation_7310D503D6A61422935F4A6E104D49D6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Payment Arrangement, Noncash Expense</link:label>
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    <link:label id="lab_us-gaap_OtherNoncashExpense_C9BB1EDB10CAB5D94BBA4A6E104DE52A_terseLabel_en-US" xlink:label="lab_us-gaap_OtherNoncashExpense_C9BB1EDB10CAB5D94BBA4A6E104DE52A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other non-cash costs</link:label>
    <link:label id="lab_us-gaap_OtherNoncashExpense_C9BB1EDB10CAB5D94BBA4A6E104DE52A_label_en-US" xlink:label="lab_us-gaap_OtherNoncashExpense_C9BB1EDB10CAB5D94BBA4A6E104DE52A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Noncash Expense</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_IncreaseDecreaseInAccountsReceivable" xlink:label="loc_us-gaap_IncreaseDecreaseInAccountsReceivable_BBF55F65716849060D074A6E104DC1D0" 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_IncreaseDecreaseInOtherOperatingAssets" xlink:label="loc_us-gaap_IncreaseDecreaseInOtherOperatingAssets_2D5C668D282E792184CD4A6E104E4257" 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_IncreaseDecreaseInAccountsPayableAndAccruedLiabilities" xlink:label="loc_us-gaap_IncreaseDecreaseInAccountsPayableAndAccruedLiabilities_0E5EFAF6C9357FEBA11A4A6E104EEAB0" xlink:type="locator" />
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    <link:label id="lab_ccrn_IncreaseDecreaseInOperatingLeaseLiabilities_BF2348747C84792971DF4A6E104E93A8_terseLabel_en-US" xlink:label="lab_ccrn_IncreaseDecreaseInOperatingLeaseLiabilities_BF2348747C84792971DF4A6E104E93A8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Operating lease liabilities</link:label>
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    <link:label id="lab_ccrn_IncreaseDecreaseInOperatingLeaseLiabilities_BF2348747C84792971DF4A6E104E93A8_documentation_en-US" xlink:label="lab_ccrn_IncreaseDecreaseInOperatingLeaseLiabilities_BF2348747C84792971DF4A6E104E93A8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Increase (Decrease) In Operating Lease Liabilities</link:label>
    <link:loc xlink:href="ccrn-20190630.xsd#ccrn_IncreaseDecreaseInOperatingLeaseLiabilities" xlink:label="loc_ccrn_IncreaseDecreaseInOperatingLeaseLiabilities_BF2348747C84792971DF4A6E104E93A8" 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_IncreaseDecreaseInOtherOperatingLiabilities" xlink:label="loc_us-gaap_IncreaseDecreaseInOtherOperatingLiabilities_33DD1A4C97A4FE44FC364A6E104EDD22" xlink:type="locator" />
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    <link:label id="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_C0A4E962BF55423F6A4C4A6E104ED241_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_C0A4E962BF55423F6A4C4A6E104ED241" 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_C0A4E962BF55423F6A4C4A6E104ED241" xlink:type="locator" />
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    <link:label id="lab_us-gaap_RevenueFromRelatedParties_51DF759BFDD4DA40179A1661D3940D63_label_en-US" xlink:label="lab_us-gaap_RevenueFromRelatedParties_51DF759BFDD4DA40179A1661D3940D63" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenue from Related Parties</link:label>
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    <link:label id="lab_ccrn_JointVenturePercentOwnership_6D224CBEDB5B3B881B3D1661D394DE9C_terseLabel_en-US" xlink:label="lab_ccrn_JointVenturePercentOwnership_6D224CBEDB5B3B881B3D1661D394DE9C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Joint venture, percent ownership</link:label>
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    <link:label id="lab_ccrn_SecondAmendmentAmendedAndRestatedCreditAgreementMember_A7409ADAE8C0308621CB2A1B53FC6536_terseLabel_en-US" xlink:label="lab_ccrn_SecondAmendmentAmendedAndRestatedCreditAgreementMember_A7409ADAE8C0308621CB2A1B53FC6536" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Second Amendment, Amended And Restated Credit Agreement [Member]</link:label>
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