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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_IncreaseDecreaseInPrepaidExpense" xlink:label="loc_us-gaap_IncreaseDecreaseInPrepaidExpense_139F34B10A6AC8B2427B18B9B5D40740" xlink:type="locator" />
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    <link:label id="lab_us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets_0A384195BB2287620F4D18B9B5D49485_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets_0A384195BB2287620F4D18B9B5D49485" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Other assets</link:label>
    <link:label id="lab_us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets_0A384195BB2287620F4D18B9B5D49485_label_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets_0A384195BB2287620F4D18B9B5D49485" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Increase (Decrease) in Prepaid Expense and Other Assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets" xlink:label="loc_us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets_0A384195BB2287620F4D18B9B5D49485" xlink:type="locator" />
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    <link:label id="lab_us-gaap_IncreaseDecreaseInUnearnedPremiums_38DF697C08537D6FEE7618B9B5D55952_terseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInUnearnedPremiums_38DF697C08537D6FEE7618B9B5D55952" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unearned premiums</link:label>
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    <link:label id="lab_nmih_ILNTransactionsMember_C14F0003D091C1B49CB33D8D3A834068_label_en-US" xlink:label="lab_nmih_ILNTransactionsMember_C14F0003D091C1B49CB33D8D3A834068" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">ILN Transactions [Member]</link:label>
    <link:label id="lab_nmih_ILNTransactionsMember_C14F0003D091C1B49CB33D8D3A834068_documentation_en-US" xlink:label="lab_nmih_ILNTransactionsMember_C14F0003D091C1B49CB33D8D3A834068" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">ILN Transactions [Member]</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_ILNTransactionsMember" xlink:label="loc_nmih_ILNTransactionsMember_C14F0003D091C1B49CB33D8D3A834068" xlink:type="locator" />
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    <link:label id="lab_nmih_TwoThousandSeventeenILNTransactionMember_236335524461C6ADEA743D8D3A8354C2_terseLabel_en-US" xlink:label="lab_nmih_TwoThousandSeventeenILNTransactionMember_236335524461C6ADEA743D8D3A8354C2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2017 ILN Transaction</link:label>
    <link:label id="lab_nmih_TwoThousandSeventeenILNTransactionMember_236335524461C6ADEA743D8D3A8354C2_label_en-US" xlink:label="lab_nmih_TwoThousandSeventeenILNTransactionMember_236335524461C6ADEA743D8D3A8354C2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Two Thousand Seventeen ILN Transaction [Member]</link:label>
    <link:label id="lab_nmih_TwoThousandSeventeenILNTransactionMember_236335524461C6ADEA743D8D3A8354C2_documentation_en-US" xlink:label="lab_nmih_TwoThousandSeventeenILNTransactionMember_236335524461C6ADEA743D8D3A8354C2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Two Thousand Seventeen ILN Transaction [Member]</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_TwoThousandSeventeenILNTransactionMember" xlink:label="loc_nmih_TwoThousandSeventeenILNTransactionMember_236335524461C6ADEA743D8D3A8354C2" xlink:type="locator" />
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    <link:label id="lab_nmih_TwoThousandEighteenILNTransactionMember_5DA3E0C206D29B7C5A5C3D8D3A84AFE7_terseLabel_en-US" xlink:label="lab_nmih_TwoThousandEighteenILNTransactionMember_5DA3E0C206D29B7C5A5C3D8D3A84AFE7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2018 ILN Transaction</link:label>
    <link:label id="lab_nmih_TwoThousandEighteenILNTransactionMember_5DA3E0C206D29B7C5A5C3D8D3A84AFE7_label_en-US" xlink:label="lab_nmih_TwoThousandEighteenILNTransactionMember_5DA3E0C206D29B7C5A5C3D8D3A84AFE7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Two Thousand Eighteen ILN Transaction [Member]</link:label>
    <link:label id="lab_nmih_TwoThousandEighteenILNTransactionMember_5DA3E0C206D29B7C5A5C3D8D3A84AFE7_documentation_en-US" xlink:label="lab_nmih_TwoThousandEighteenILNTransactionMember_5DA3E0C206D29B7C5A5C3D8D3A84AFE7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Two Thousand Eighteen ILN Transaction [Member]</link:label>
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    <link:label id="lab_nmih_QSRTransactionsMember_B2D31B504443978641463D8D3A84FFDA_terseLabel_en-US" xlink:label="lab_nmih_QSRTransactionsMember_B2D31B504443978641463D8D3A84FFDA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">QSR Transactions</link:label>
    <link:label id="lab_nmih_QSRTransactionsMember_B2D31B504443978641463D8D3A84FFDA_label_en-US" xlink:label="lab_nmih_QSRTransactionsMember_B2D31B504443978641463D8D3A84FFDA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">QSR Transactions [Member]</link:label>
    <link:label id="lab_nmih_QSRTransactionsMember_B2D31B504443978641463D8D3A84FFDA_documentation_en-US" xlink:label="lab_nmih_QSRTransactionsMember_B2D31B504443978641463D8D3A84FFDA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">QSR Transactions [Member]</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_QSRTransactionsMember" xlink:label="loc_nmih_QSRTransactionsMember_B2D31B504443978641463D8D3A84FFDA" xlink:type="locator" />
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    <link:label id="lab_nmih_TwoThousandEighteenQSRTransactionMember_49AA3F38494289B001793D8D3A8421E2_terseLabel_en-US" xlink:label="lab_nmih_TwoThousandEighteenQSRTransactionMember_49AA3F38494289B001793D8D3A8421E2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2018 QSR Transaction</link:label>
    <link:label id="lab_nmih_TwoThousandEighteenQSRTransactionMember_49AA3F38494289B001793D8D3A8421E2_label_en-US" xlink:label="lab_nmih_TwoThousandEighteenQSRTransactionMember_49AA3F38494289B001793D8D3A8421E2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Two Thousand Eighteen QSR Transaction [Member]</link:label>
    <link:label id="lab_nmih_TwoThousandEighteenQSRTransactionMember_49AA3F38494289B001793D8D3A8421E2_documentation_en-US" xlink:label="lab_nmih_TwoThousandEighteenQSRTransactionMember_49AA3F38494289B001793D8D3A8421E2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Two Thousand Eighteen QSR Transaction [Member]</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_TwoThousandEighteenQSRTransactionMember" xlink:label="loc_nmih_TwoThousandEighteenQSRTransactionMember_49AA3F38494289B001793D8D3A8421E2" xlink:type="locator" />
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    <link:label id="lab_nmih_EligiblePoliciesPoolFourMember_4BB5024D0141B42276B93D8D3A84EE29_terseLabel_en-US" xlink:label="lab_nmih_EligiblePoliciesPoolFourMember_4BB5024D0141B42276B93D8D3A84EE29" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Risk Written Policies in 2018</link:label>
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    <link:label id="lab_nmih_EligiblePoliciesPoolFourMember_4BB5024D0141B42276B93D8D3A84EE29_documentation_en-US" xlink:label="lab_nmih_EligiblePoliciesPoolFourMember_4BB5024D0141B42276B93D8D3A84EE29" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Eligible Policies, Pool Four [Member]</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_EligiblePoliciesPoolFourMember" xlink:label="loc_nmih_EligiblePoliciesPoolFourMember_4BB5024D0141B42276B93D8D3A84EE29" xlink:type="locator" />
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    <link:label id="lab_nmih_EligiblePoliciesPoolFiveMember_B9756D5E4494FE17660B3D8D3A84538F_terseLabel_en-US" xlink:label="lab_nmih_EligiblePoliciesPoolFiveMember_B9756D5E4494FE17660B3D8D3A84538F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Risk Written Policies in 2019</link:label>
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    <link:label id="lab_nmih_EligiblePoliciesPoolFiveMember_B9756D5E4494FE17660B3D8D3A84538F_documentation_en-US" xlink:label="lab_nmih_EligiblePoliciesPoolFiveMember_B9756D5E4494FE17660B3D8D3A84538F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Eligible Policies, Pool Five [Member]</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_EligiblePoliciesPoolFiveMember" xlink:label="loc_nmih_EligiblePoliciesPoolFiveMember_B9756D5E4494FE17660B3D8D3A84538F" xlink:type="locator" />
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    <link:label id="lab_nmih_TwoThousandSixteenQSRTransactionMember_ABCF52D8A5555118AFD83D8D3A84C5A2_terseLabel_en-US" xlink:label="lab_nmih_TwoThousandSixteenQSRTransactionMember_ABCF52D8A5555118AFD83D8D3A84C5A2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2016 QSR Transaction</link:label>
    <link:label id="lab_nmih_TwoThousandSixteenQSRTransactionMember_ABCF52D8A5555118AFD83D8D3A84C5A2_label_en-US" xlink:label="lab_nmih_TwoThousandSixteenQSRTransactionMember_ABCF52D8A5555118AFD83D8D3A84C5A2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Two Thousand Sixteen QSR Transaction [Member]</link:label>
    <link:label id="lab_nmih_TwoThousandSixteenQSRTransactionMember_ABCF52D8A5555118AFD83D8D3A84C5A2_documentation_en-US" xlink:label="lab_nmih_TwoThousandSixteenQSRTransactionMember_ABCF52D8A5555118AFD83D8D3A84C5A2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Two Thousand Sixteen QSR Transaction [Member]</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_TwoThousandSixteenQSRTransactionMember" xlink:label="loc_nmih_TwoThousandSixteenQSRTransactionMember_ABCF52D8A5555118AFD83D8D3A84C5A2" xlink:type="locator" />
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    <link:label id="lab_nmih_EligiblePoliciesPoolThreeMember_E4FFDCB0E85B4C98A9793D8D3A85FD43_terseLabel_en-US" xlink:label="lab_nmih_EligiblePoliciesPoolThreeMember_E4FFDCB0E85B4C98A9793D8D3A85FD43" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Risk Written Policies from September 1, 2016 through December 31, 2017</link:label>
    <link:label id="lab_nmih_EligiblePoliciesPoolThreeMember_E4FFDCB0E85B4C98A9793D8D3A85FD43_label_en-US" xlink:label="lab_nmih_EligiblePoliciesPoolThreeMember_E4FFDCB0E85B4C98A9793D8D3A85FD43" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Eligible Policies, Pool Three [Member]</link:label>
    <link:label id="lab_nmih_EligiblePoliciesPoolThreeMember_E4FFDCB0E85B4C98A9793D8D3A85FD43_documentation_en-US" xlink:label="lab_nmih_EligiblePoliciesPoolThreeMember_E4FFDCB0E85B4C98A9793D8D3A85FD43" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Eligible Policies, Pool Three [Member]</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_EligiblePoliciesPoolThreeMember" xlink:label="loc_nmih_EligiblePoliciesPoolThreeMember_E4FFDCB0E85B4C98A9793D8D3A85FD43" xlink:type="locator" />
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    <link:label id="lab_nmih_EligiblePoliciesPoolTwoMember_2DE5FD1444817B19DD783D8D3A85C570_terseLabel_en-US" xlink:label="lab_nmih_EligiblePoliciesPoolTwoMember_2DE5FD1444817B19DD783D8D3A85C570" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fannie Mae</link:label>
    <link:label id="lab_nmih_EligiblePoliciesPoolTwoMember_2DE5FD1444817B19DD783D8D3A85C570_label_en-US" xlink:label="lab_nmih_EligiblePoliciesPoolTwoMember_2DE5FD1444817B19DD783D8D3A85C570" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Eligible Policies, Pool Two [Member]</link:label>
    <link:label id="lab_nmih_EligiblePoliciesPoolTwoMember_2DE5FD1444817B19DD783D8D3A85C570_documentation_en-US" xlink:label="lab_nmih_EligiblePoliciesPoolTwoMember_2DE5FD1444817B19DD783D8D3A85C570" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Eligible Policies, Pool Two [Member]</link:label>
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    <link:label id="lab_nmih_ReinsuranceRetentionPolicyTermOfUnderlyingMortgageAmortization_2463AB2C4846029AD8D33D8D3A86A947_terseLabel_en-US" xlink:label="lab_nmih_ReinsuranceRetentionPolicyTermOfUnderlyingMortgageAmortization_2463AB2C4846029AD8D33D8D3A86A947" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reinsurance coverage, term of underlying mortgage amortization (in years)</link:label>
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    <link:label id="lab_nmih_AnticipatedOperatingExpensePaymentsAnnual_71AC83225A5B9F7367023D8D3A86FFA9_documentation_en-US" xlink:label="lab_nmih_AnticipatedOperatingExpensePaymentsAnnual_71AC83225A5B9F7367023D8D3A86FFA9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amount of anticipated payments related to operating expenses of counterparty.</link:label>
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    <link:label id="lab_nmih_ReinsuranceRetentionRiskPremiumsPaid_81607292BAA8356CB2523D8D3A86B060_terseLabel_en-US" xlink:label="lab_nmih_ReinsuranceRetentionRiskPremiumsPaid_81607292BAA8356CB2523D8D3A86B060" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Risk premiums paid</link:label>
    <link:label id="lab_nmih_ReinsuranceRetentionRiskPremiumsPaid_81607292BAA8356CB2523D8D3A86B060_label_en-US" xlink:label="lab_nmih_ReinsuranceRetentionRiskPremiumsPaid_81607292BAA8356CB2523D8D3A86B060" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reinsurance Retention, Risk Premiums Paid</link:label>
    <link:label id="lab_nmih_ReinsuranceRetentionRiskPremiumsPaid_81607292BAA8356CB2523D8D3A86B060_documentation_en-US" xlink:label="lab_nmih_ReinsuranceRetentionRiskPremiumsPaid_81607292BAA8356CB2523D8D3A86B060" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Reinsurance Retention, Risk Premiums Paid</link:label>
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    <link:label id="lab_nmih_ReinsuranceAgreementOptionalTerminationRightPercentOfReinsuranceCoverageThreshold_CC0BFD1C9C8FFC9E2C633D8D3A878F55_terseLabel_en-US" xlink:label="lab_nmih_ReinsuranceAgreementOptionalTerminationRightPercentOfReinsuranceCoverageThreshold_CC0BFD1C9C8FFC9E2C633D8D3A878F55" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reinsurance coverage amount amortized (as a percent)</link:label>
    <link:label id="lab_nmih_ReinsuranceAgreementOptionalTerminationRightPercentOfReinsuranceCoverageThreshold_CC0BFD1C9C8FFC9E2C633D8D3A878F55_label_en-US" xlink:label="lab_nmih_ReinsuranceAgreementOptionalTerminationRightPercentOfReinsuranceCoverageThreshold_CC0BFD1C9C8FFC9E2C633D8D3A878F55" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reinsurance Agreement, Optional Termination Right, Percent Of Reinsurance Coverage Threshold</link:label>
    <link:label id="lab_nmih_ReinsuranceAgreementOptionalTerminationRightPercentOfReinsuranceCoverageThreshold_CC0BFD1C9C8FFC9E2C633D8D3A878F55_documentation_en-US" xlink:label="lab_nmih_ReinsuranceAgreementOptionalTerminationRightPercentOfReinsuranceCoverageThreshold_CC0BFD1C9C8FFC9E2C633D8D3A878F55" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Reinsurance Agreement, Optional Termination Right, Percent Of Reinsurance Coverage Threshold</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_ReinsuranceAgreementOptionalTerminationRightPercentOfReinsuranceCoverageThreshold" xlink:label="loc_nmih_ReinsuranceAgreementOptionalTerminationRightPercentOfReinsuranceCoverageThreshold_CC0BFD1C9C8FFC9E2C633D8D3A878F55" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ReinsuranceRetentionPolicyReinsuredRiskPercentage_9D9072AC6F4E4D014F473D8D3A87479D_terseLabel_en-US" xlink:label="lab_us-gaap_ReinsuranceRetentionPolicyReinsuredRiskPercentage_9D9072AC6F4E4D014F473D8D3A87479D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Percent of premiums ceded under QSR Transaction</link:label>
    <link:label id="lab_us-gaap_ReinsuranceRetentionPolicyReinsuredRiskPercentage_9D9072AC6F4E4D014F473D8D3A87479D_label_en-US" xlink:label="lab_us-gaap_ReinsuranceRetentionPolicyReinsuredRiskPercentage_9D9072AC6F4E4D014F473D8D3A87479D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reinsurance Retention Policy, Reinsured Risk, Percentage</link:label>
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    <link:label id="lab_nmih_PremiumsEarnedPercentOfRisk_508D33D8ECFFDC1BF5AC3D8D3A87FAF6_terseLabel_en-US" xlink:label="lab_nmih_PremiumsEarnedPercentOfRisk_508D33D8ECFFDC1BF5AC3D8D3A87FAF6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Percent of premiums earned under 2018 QSR Transaction</link:label>
    <link:label id="lab_nmih_PremiumsEarnedPercentOfRisk_508D33D8ECFFDC1BF5AC3D8D3A87FAF6_label_en-US" xlink:label="lab_nmih_PremiumsEarnedPercentOfRisk_508D33D8ECFFDC1BF5AC3D8D3A87FAF6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Premiums Earned, Percent Of Risk</link:label>
    <link:label id="lab_nmih_PremiumsEarnedPercentOfRisk_508D33D8ECFFDC1BF5AC3D8D3A87FAF6_documentation_en-US" xlink:label="lab_nmih_PremiumsEarnedPercentOfRisk_508D33D8ECFFDC1BF5AC3D8D3A87FAF6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Premiums Earned, Percent Of Risk</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_PremiumsEarnedPercentOfRisk" xlink:label="loc_nmih_PremiumsEarnedPercentOfRisk_508D33D8ECFFDC1BF5AC3D8D3A87FAF6" xlink:type="locator" />
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    <link:label id="lab_nmih_PreviouslyCededPrimaryRiskInForceRecaptured_05CA1B9E726B9AB61C443D8D3A871738_terseLabel_en-US" xlink:label="lab_nmih_PreviouslyCededPrimaryRiskInForceRecaptured_05CA1B9E726B9AB61C443D8D3A871738" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Previously ceded primary RIF recaptured</link:label>
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    <link:label id="lab_nmih_PreviouslyCededPrimaryRiskInForceRecaptured_05CA1B9E726B9AB61C443D8D3A871738_documentation_en-US" xlink:label="lab_nmih_PreviouslyCededPrimaryRiskInForceRecaptured_05CA1B9E726B9AB61C443D8D3A871738" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Previously Ceded Primary Risk-In-Force Recaptured</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_PreviouslyCededPrimaryRiskInForceRecaptured" xlink:label="loc_nmih_PreviouslyCededPrimaryRiskInForceRecaptured_05CA1B9E726B9AB61C443D8D3A871738" xlink:type="locator" />
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    <link:label id="lab_nmih_CededCreditRiskCommissionEarnedPercentage_9625F3FC8627E7CAABDC3D8D3A878993_terseLabel_en-US" xlink:label="lab_nmih_CededCreditRiskCommissionEarnedPercentage_9625F3FC8627E7CAABDC3D8D3A878993" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ceding commissions under 2016 QSR Transaction</link:label>
    <link:label id="lab_nmih_CededCreditRiskCommissionEarnedPercentage_9625F3FC8627E7CAABDC3D8D3A878993_label_en-US" xlink:label="lab_nmih_CededCreditRiskCommissionEarnedPercentage_9625F3FC8627E7CAABDC3D8D3A878993" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Ceded Credit Risk, Commission Earned, Percentage</link:label>
    <link:label id="lab_nmih_CededCreditRiskCommissionEarnedPercentage_9625F3FC8627E7CAABDC3D8D3A878993_documentation_en-US" xlink:label="lab_nmih_CededCreditRiskCommissionEarnedPercentage_9625F3FC8627E7CAABDC3D8D3A878993" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Ceded Credit Risk, Commission Earned, Percentage</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_CededCreditRiskCommissionEarnedPercentage" xlink:label="loc_nmih_CededCreditRiskCommissionEarnedPercentage_9625F3FC8627E7CAABDC3D8D3A878993" xlink:type="locator" />
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    <link:label id="lab_nmih_CededCreditRiskProfitCommissionLossRatioOnLoansThreshold_A94E590F42418721663E3D8D3A87AB9F_terseLabel_en-US" xlink:label="lab_nmih_CededCreditRiskProfitCommissionLossRatioOnLoansThreshold_A94E590F42418721663E3D8D3A87AB9F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Threshold for loss ratio on loans to qualify for profit commission</link:label>
    <link:label id="lab_nmih_CededCreditRiskProfitCommissionLossRatioOnLoansThreshold_A94E590F42418721663E3D8D3A87AB9F_label_en-US" xlink:label="lab_nmih_CededCreditRiskProfitCommissionLossRatioOnLoansThreshold_A94E590F42418721663E3D8D3A87AB9F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Ceded Credit Risk, Profit Commission, Loss Ratio On Loans Threshold</link:label>
    <link:label id="lab_nmih_CededCreditRiskProfitCommissionLossRatioOnLoansThreshold_A94E590F42418721663E3D8D3A87AB9F_documentation_en-US" xlink:label="lab_nmih_CededCreditRiskProfitCommissionLossRatioOnLoansThreshold_A94E590F42418721663E3D8D3A87AB9F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Ceded Credit Risk, Profit Commission, Loss Ratio On Loans Threshold</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_CededCreditRiskProfitCommissionLossRatioOnLoansThreshold" xlink:label="loc_nmih_CededCreditRiskProfitCommissionLossRatioOnLoansThreshold_A94E590F42418721663E3D8D3A87AB9F" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ReinsuranceRecoverablesOnPaidAndUnpaidLosses_35DD7EC2D926E17EFB033D8D3A88D24A_terseLabel_en-US" xlink:label="lab_us-gaap_ReinsuranceRecoverablesOnPaidAndUnpaidLosses_35DD7EC2D926E17EFB033D8D3A88D24A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reinsurance recoverable on unpaid claims</link:label>
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    <link:label id="lab_dei_CoverAbstract_C437036749BF6EBF4EED84F57C9A7065_label_en-US" xlink:label="lab_dei_CoverAbstract_C437036749BF6EBF4EED84F57C9A7065" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cover page.</link:label>
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    <link:label id="lab_nmih_LiabilityforPaidClaimsandClaimsAdjustmentExpenseNumberofPaidClaims_04B3BE753C3654E8214518C29549941A_terseLabel_en-US" xlink:label="lab_nmih_LiabilityforPaidClaimsandClaimsAdjustmentExpenseNumberofPaidClaims_04B3BE753C3654E8214518C29549941A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of claims paid</link:label>
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    <link:label id="lab_nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsPaidIncludingAmountsCoveredByInsurance_F7FD9BA62A0A8C72D17218C29549FC09_terseLabel_en-US" xlink:label="lab_nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsPaidIncludingAmountsCoveredByInsurance_F7FD9BA62A0A8C72D17218C29549FC09" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Claims paid, including amounts covered by insurance</link:label>
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    <link:label id="lab_nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsPaidIncludingAmountsCoveredByInsurance_F7FD9BA62A0A8C72D17218C29549FC09_documentation_en-US" xlink:label="lab_nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsPaidIncludingAmountsCoveredByInsurance_F7FD9BA62A0A8C72D17218C29549FC09" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amount of payments to settle insured claims and pay costs incurred in the claims settlement process, including amount covered by insurance.</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsPaidIncludingAmountsCoveredByInsurance" xlink:label="loc_nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsPaidIncludingAmountsCoveredByInsurance_F7FD9BA62A0A8C72D17218C29549FC09" xlink:type="locator" />
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    <link:label id="lab_nmih_LiabilityforPaidClaimsandClaimsAdjustmentExpenseNumberofCoveredClaimsIncludedInNumberofPaidClaims_BACB915D805C67EDF0EF18C295493A0F_terseLabel_en-US" xlink:label="lab_nmih_LiabilityforPaidClaimsandClaimsAdjustmentExpenseNumberofCoveredClaimsIncludedInNumberofPaidClaims_BACB915D805C67EDF0EF18C295493A0F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of covered claims included in number of claims paid</link:label>
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    <link:label id="lab_nmih_LiabilityforPaidClaimsandClaimsAdjustmentExpenseNumberofCoveredClaimsIncludedInNumberofPaidClaims_BACB915D805C67EDF0EF18C295493A0F_documentation_en-US" xlink:label="lab_nmih_LiabilityforPaidClaimsandClaimsAdjustmentExpenseNumberofCoveredClaimsIncludedInNumberofPaidClaims_BACB915D805C67EDF0EF18C295493A0F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Liability for Paid Claims and Claims Adjustment Expense, Number of Covered Claims Included In Number of Paid Claims</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_LiabilityforPaidClaimsandClaimsAdjustmentExpenseNumberofCoveredClaimsIncludedInNumberofPaidClaims" xlink:label="loc_nmih_LiabilityforPaidClaimsandClaimsAdjustmentExpenseNumberofCoveredClaimsIncludedInNumberofPaidClaims_BACB915D805C67EDF0EF18C295493A0F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmih_LiabilityforPaidClaimsandClaimsAdjustmentExpenseNumberofCoveredClaimsIncludedInNumberofPaidClaims_BACB915D805C67EDF0EF18C295493A0F" xlink:to="lab_nmih_LiabilityforPaidClaimsandClaimsAdjustmentExpenseNumberofCoveredClaimsIncludedInNumberofPaidClaims_BACB915D805C67EDF0EF18C295493A0F" xlink:type="arc" />
    <link:label id="lab_nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsPaidIncludingAmountsCoveredByInsuranceAmountUnderQSRTransaction_3D5182F5D21A79C5688618C29549D70F_terseLabel_en-US" xlink:label="lab_nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsPaidIncludingAmountsCoveredByInsuranceAmountUnderQSRTransaction_3D5182F5D21A79C5688618C29549D70F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Component of claims paid covered under QSR Transaction</link:label>
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    <link:label id="lab_nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsPaidIncludingAmountsCoveredByInsuranceAmountUnderQSRTransaction_3D5182F5D21A79C5688618C29549D70F_documentation_en-US" xlink:label="lab_nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsPaidIncludingAmountsCoveredByInsuranceAmountUnderQSRTransaction_3D5182F5D21A79C5688618C29549D70F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Component of total amount of payments to settle insured claims and pay costs incurred in the claims settlement process, including amount covered by insurance, covered under QSR transaction.</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsPaidIncludingAmountsCoveredByInsuranceAmountUnderQSRTransaction" xlink:label="loc_nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsPaidIncludingAmountsCoveredByInsuranceAmountUnderQSRTransaction_3D5182F5D21A79C5688618C29549D70F" xlink:type="locator" />
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    <link:label id="lab_nmih_LoansInPoolPastDue60DaysOrMoreNumberOfLoans_DCE3893B65755ADEB6EF18C29549D5DC_terseLabel_en-US" xlink:label="lab_nmih_LoansInPoolPastDue60DaysOrMoreNumberOfLoans_DCE3893B65755ADEB6EF18C29549D5DC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of loans in pool past due 60 days or more</link:label>
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    <link:label id="lab_nmih_LoansInPoolPastDue60DaysOrMoreLoanRiskinForce_5A4B5DC45A7B4CE495AE18C2954A1972_terseLabel_en-US" xlink:label="lab_nmih_LoansInPoolPastDue60DaysOrMoreLoanRiskinForce_5A4B5DC45A7B4CE495AE18C2954A1972" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Risk-in-Force of loans in pool past due 60 days or more</link:label>
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    <link:label id="lab_nmih_LoansInPoolLoanToValueRatio_CA255CC82B5F0AB8463418C2954ACD38_terseLabel_en-US" xlink:label="lab_nmih_LoansInPoolLoanToValueRatio_CA255CC82B5F0AB8463418C2954ACD38" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loan-to-value ratio (less than)</link:label>
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    <link:label id="lab_nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsAppliedtoDeductible_F89589135FF05DDC358E18C2954A01E8_terseLabel_en-US" xlink:label="lab_nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsAppliedtoDeductible_F89589135FF05DDC358E18C2954A01E8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Claims applied to pool deductible</link:label>
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    <link:loc xlink:href="nmih-20190930.xsd#nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsAppliedtoDeductible" xlink:label="loc_nmih_LiabilityforUnpaidClaimsandClaimsAdjustmentExpenseClaimsAppliedtoDeductible_F89589135FF05DDC358E18C2954A01E8" xlink:type="locator" />
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    <link:label id="lab_nmih_MortgagePoolInsuranceClaimDeductible_5F5C7360368BE7006D3618C2954AB37D_terseLabel_en-US" xlink:label="lab_nmih_MortgagePoolInsuranceClaimDeductible_5F5C7360368BE7006D3618C2954AB37D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deductible on policy</link:label>
    <link:label id="lab_nmih_MortgagePoolInsuranceClaimDeductible_5F5C7360368BE7006D3618C2954AB37D_label_en-US" xlink:label="lab_nmih_MortgagePoolInsuranceClaimDeductible_5F5C7360368BE7006D3618C2954AB37D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mortgage Pool Insurance, Claim Deductible</link:label>
    <link:label id="lab_nmih_MortgagePoolInsuranceClaimDeductible_5F5C7360368BE7006D3618C2954AB37D_documentation_en-US" xlink:label="lab_nmih_MortgagePoolInsuranceClaimDeductible_5F5C7360368BE7006D3618C2954AB37D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Mortgage Pool Insurance, Claim Deductible</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_MortgagePoolInsuranceClaimDeductible" xlink:label="loc_nmih_MortgagePoolInsuranceClaimDeductible_5F5C7360368BE7006D3618C2954AB37D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmih_MortgagePoolInsuranceClaimDeductible_5F5C7360368BE7006D3618C2954AB37D" xlink:to="lab_nmih_MortgagePoolInsuranceClaimDeductible_5F5C7360368BE7006D3618C2954AB37D" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReinsuranceRetentionPolicyReinsuredRiskPercentage_EACE1E6E40AA98EBEB8F18C2954AB2DA_verboseLabel_en-US" xlink:label="lab_us-gaap_ReinsuranceRetentionPolicyReinsuredRiskPercentage_EACE1E6E40AA98EBEB8F18C2954AB2DA" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Percent of pool RIF reinsured</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ReinsuranceRetentionPolicyReinsuredRiskPercentage" xlink:label="loc_us-gaap_ReinsuranceRetentionPolicyReinsuredRiskPercentage_EACE1E6E40AA98EBEB8F18C2954AB2DA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReinsuranceRetentionPolicyReinsuredRiskPercentage_EACE1E6E40AA98EBEB8F18C2954AB2DA" xlink:to="lab_us-gaap_ReinsuranceRetentionPolicyReinsuredRiskPercentage_EACE1E6E40AA98EBEB8F18C2954AB2DA" xlink:type="arc" />
    <link:label id="lab_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense_D02CA8A17A7A31A7A10818C2954A6631_terseLabel_en-US" xlink:label="lab_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense_D02CA8A17A7A31A7A10818C2954A6631" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Favorable prior year development</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense" xlink:label="loc_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense_D02CA8A17A7A31A7A10818C2954A6631" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense_D02CA8A17A7A31A7A10818C2954A6631" xlink:to="lab_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense_D02CA8A17A7A31A7A10818C2954A6631" xlink:type="arc" />
    <link:label id="lab_nmih_LiabilityforPriorYearClaimsandClaimsAdjustmentExpense_5C4BFABBB1E24BF7A46E18C2954ACDEA_terseLabel_en-US" xlink:label="lab_nmih_LiabilityforPriorYearClaimsandClaimsAdjustmentExpense_5C4BFABBB1E24BF7A46E18C2954ACDEA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reserve for prior year insurance claims and claim expenses</link:label>
    <link:label id="lab_nmih_LiabilityforPriorYearClaimsandClaimsAdjustmentExpense_5C4BFABBB1E24BF7A46E18C2954ACDEA_label_en-US" xlink:label="lab_nmih_LiabilityforPriorYearClaimsandClaimsAdjustmentExpense_5C4BFABBB1E24BF7A46E18C2954ACDEA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liability for Prior Year Claims and Claims Adjustment Expense</link:label>
    <link:label id="lab_nmih_LiabilityforPriorYearClaimsandClaimsAdjustmentExpense_5C4BFABBB1E24BF7A46E18C2954ACDEA_documentation_en-US" xlink:label="lab_nmih_LiabilityforPriorYearClaimsandClaimsAdjustmentExpense_5C4BFABBB1E24BF7A46E18C2954ACDEA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Liability for Prior Year Claims and Claims Adjustment Expense</link:label>
    <link:loc xlink:href="nmih-20190930.xsd#nmih_LiabilityforPriorYearClaimsandClaimsAdjustmentExpense" xlink:label="loc_nmih_LiabilityforPriorYearClaimsandClaimsAdjustmentExpense_5C4BFABBB1E24BF7A46E18C2954ACDEA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_nmih_LiabilityforPriorYearClaimsandClaimsAdjustmentExpense_5C4BFABBB1E24BF7A46E18C2954ACDEA" xlink:to="lab_nmih_LiabilityforPriorYearClaimsandClaimsAdjustmentExpense_5C4BFABBB1E24BF7A46E18C2954ACDEA" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAmortizedCostBasisAbstract_32E6AB91413DCFC33C25DF89C859775F_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAmortizedCostBasisAbstract_C3AE3D0A65B95778A72D60CD81D38711" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amortized Cost</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAmortizedCostBasisAbstract_32E6AB91413DCFC33C25DF89C859775F_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAmortizedCostBasisAbstract_C3AE3D0A65B95778A72D60CD81D38711" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, Amortized Cost [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAmortizedCostBasisAbstract" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAmortizedCostBasisAbstract_C3AE3D0A65B95778A72D60CD81D38711" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAmortizedCostBasisAbstract_C3AE3D0A65B95778A72D60CD81D38711" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAmortizedCostBasisAbstract_C3AE3D0A65B95778A72D60CD81D38711" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_D2E88BE3CA00C2F89199DF89C85976BB_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_1035A48BA8865AA2AD1BDBED35D89740" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Due in one year or less</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_D2E88BE3CA00C2F89199DF89C85976BB_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_1035A48BA8865AA2AD1BDBED35D89740" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, within One Year, Amortized Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_1035A48BA8865AA2AD1BDBED35D89740" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_1035A48BA8865AA2AD1BDBED35D89740" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearAmortizedCost_1035A48BA8865AA2AD1BDBED35D89740" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_0FA437F772E617C9223CDF89C85A87CB_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_80B8616B4F9855FD81B5C7E06E96838D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Due after one through five years</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_0FA437F772E617C9223CDF89C85A87CB_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_80B8616B4F9855FD81B5C7E06E96838D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, after One Through Five Years, Amortized Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_80B8616B4F9855FD81B5C7E06E96838D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_80B8616B4F9855FD81B5C7E06E96838D" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsAmortizedCost_80B8616B4F9855FD81B5C7E06E96838D" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_3FEEF6979D33BB8BBBE4DF89C85ACBDB_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_7768646B9D5550B0BF03138F06FA53BB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Due after five through ten years</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_3FEEF6979D33BB8BBBE4DF89C85ACBDB_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_7768646B9D5550B0BF03138F06FA53BB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, after Five Through Ten Years, Amortized Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_7768646B9D5550B0BF03138F06FA53BB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_7768646B9D5550B0BF03138F06FA53BB" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterFiveThroughTenYearsAmortizedCost_7768646B9D5550B0BF03138F06FA53BB" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_97DBF3EDF4D3D9FC25B1DF89C85A05A8_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_102D50BF7EB05C1AB96D384ED2DF2A62" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Due after ten years</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_97DBF3EDF4D3D9FC25B1DF89C85A05A8_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_102D50BF7EB05C1AB96D384ED2DF2A62" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Allocated and Single Maturity Date, Maturity, after 10 Years, Amortized Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_102D50BF7EB05C1AB96D384ED2DF2A62" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_102D50BF7EB05C1AB96D384ED2DF2A62" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_102D50BF7EB05C1AB96D384ED2DF2A62" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithoutSingleMaturityDateAmortizedCost_3B269E82C7CBDCB3010CDF89C85A2661_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithoutSingleMaturityDateAmortizedCost_11E2BE5A38A35F10978CA509C3D9FC15" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Asset-backed securities</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithoutSingleMaturityDateAmortizedCost_3B269E82C7CBDCB3010CDF89C85A2661_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithoutSingleMaturityDateAmortizedCost_11E2BE5A38A35F10978CA509C3D9FC15" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, without Single Maturity Date, Amortized Cost</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithoutSingleMaturityDateAmortizedCost" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithoutSingleMaturityDateAmortizedCost_11E2BE5A38A35F10978CA509C3D9FC15" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithoutSingleMaturityDateAmortizedCost_11E2BE5A38A35F10978CA509C3D9FC15" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithoutSingleMaturityDateAmortizedCost_11E2BE5A38A35F10978CA509C3D9FC15" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAbstract_EEB543EAD6FC4E956325DF89C85BE661_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAbstract_D69AE06284B35F909FA417729AD7648F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAbstract_EEB543EAD6FC4E956325DF89C85BE661_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAbstract_D69AE06284B35F909FA417729AD7648F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, Fair Value [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAbstract" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAbstract_D69AE06284B35F909FA417729AD7648F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAbstract_D69AE06284B35F909FA417729AD7648F" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesSingleMaturityDateAbstract_D69AE06284B35F909FA417729AD7648F" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_348223280FD2D3B6DD40DF89C85BF196_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_5DB55210779F52D88C21BCC5B15F004A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Due in one year or less</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_348223280FD2D3B6DD40DF89C85BF196_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_5DB55210779F52D88C21BCC5B15F004A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, within One Year, Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_5DB55210779F52D88C21BCC5B15F004A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_5DB55210779F52D88C21BCC5B15F004A" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithinOneYearFairValue_5DB55210779F52D88C21BCC5B15F004A" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_303788C5406FC2C6DD30DF89C85BDD4D_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_E9D087DF56655E83BEE54131E348F7E0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Due after one through five years</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_303788C5406FC2C6DD30DF89C85BDD4D_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_E9D087DF56655E83BEE54131E348F7E0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Securities, Available-for-sale, Maturity, Allocated and Single Maturity Date, after One Through Five Years, Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterOneThroughFiveYearsFairValue_E9D087DF56655E83BEE54131E348F7E0" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LineOfCredit_CB6FC63B7F0E96BCD59DFA51AC26D8B0_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCredit_CB6FC63B7F0E96BCD59DFA51AC26D8B0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Borrowings outstanding</link:label>
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    <link:label id="lab_us-gaap_ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1_E1CD11F85312EF0FF91DFF1D7979A1BC_terseLabel_en-US" xlink:label="lab_us-gaap_ClassOfWarrantOrRightExercisePriceOfWarrantsOrRights1_E1CD11F85312EF0FF91DFF1D7979A1BC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Exercise price of warrants (in dollars per warrant)</link:label>
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    <link:label id="lab_nmih_ClassofWarrantorRightNumberofWarrantsExercisedDuringPeriod_3CB377F007F944940388FF1D797915F3_terseLabel_en-US" xlink:label="lab_nmih_ClassofWarrantorRightNumberofWarrantsExercisedDuringPeriod_3CB377F007F944940388FF1D797915F3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Warrants exercised (in shares)</link:label>
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    <link:label id="lab_nmih_ClassOfWarrantOrRightChangeInFairValueOfWarrantLiabilityInCurrentPeriod_0B2D99F8EA4C6DA38C9AFF1D7979DA53_terseLabel_en-US" xlink:label="lab_nmih_ClassOfWarrantOrRightChangeInFairValueOfWarrantLiabilityInCurrentPeriod_0B2D99F8EA4C6DA38C9AFF1D7979DA53" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Change in fair value of warrant liability in current period</link:label>
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    <link:label id="lab_us-gaap_LesseeLeaseDescriptionTable_AF215135C095D16D0DBEF376CFF5B3F1_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeLeaseDescriptionTable_2338FE6A5B565F2B819F3D35DF9B848B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lessee, Lease, Description [Table]</link:label>
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    <link:label id="lab_nmih_CorporateHeadquartersMember_C821639E6F00C68A95DAF376CFF69C18_terseLabel_en-US" xlink:label="lab_nmih_CorporateHeadquartersMember_1C4C0E05968C59D285A064EC10AD0C64" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Corporate Headquarters</link:label>
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    <link:label id="lab_us-gaap_LesseeLeaseDescriptionLineItems_F2BE4967BCE65A647651F376CFF7683A_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeLeaseDescriptionLineItems_26B0D4D35A24575FA18159D03934654E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lessee, Lease, Description [Line Items]</link:label>
    <link:label id="lab_us-gaap_LesseeLeaseDescriptionLineItems_F2BE4967BCE65A647651F376CFF7683A_label_en-US" xlink:label="lab_us-gaap_LesseeLeaseDescriptionLineItems_26B0D4D35A24575FA18159D03934654E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessee, Lease, Description [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LesseeLeaseDescriptionLineItems" xlink:label="loc_us-gaap_LesseeLeaseDescriptionLineItems_26B0D4D35A24575FA18159D03934654E" xlink:type="locator" />
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    <link:label id="lab_nmih_NumberOfOperatingLeasesCorporateOfficeAndDataCenterFacility_E5E14FCB613AFCCDF25BF401F17699D4_terseLabel_en-US" xlink:label="lab_nmih_NumberOfOperatingLeasesCorporateOfficeAndDataCenterFacility_9C9A12394E0454E58AE592471514557C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of operating leases related to corporate headquarters and data center facility</link:label>
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    <link:label id="lab_us-gaap_RightOfUseAssetObtainedInExchangeForOperatingLeaseLiability_1D0B5C7A6CD05CCD53EFF376CFF873B8_terseLabel_en-US" xlink:label="lab_us-gaap_RightOfUseAssetObtainedInExchangeForOperatingLeaseLiability_092E8607996858F29F756ADAB0895ABD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Right-of-use assets obtained in exchange for new operating lease liabilities</link:label>
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