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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LiabilityForClaimsAndClaimsAdjustmentExpense_A0E391D143B122F725283F9CF436B1EE" xlink:to="lab_us-gaap_LiabilityForClaimsAndClaimsAdjustmentExpense_A0E391D143B122F725283F9CF436B1EE" xlink:type="arc" />
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    <link:label id="lab_us-gaap_LiabilityForUnpaidClaimsAndClaimsAdjustmentExpenseNet_6895D6E77288CA71702C3F9CF436227D_label_en-US" xlink:label="lab_us-gaap_LiabilityForUnpaidClaimsAndClaimsAdjustmentExpenseNet_6895D6E77288CA71702C3F9CF436227D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liability for Unpaid Claims and Claims Adjustment Expense, Net</link:label>
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    <link:label id="lab_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersCurrentYearClaimsAndClaimsAdjustmentExpense_DCC83976F7D05DE2C52D3F9CF436790F_terseLabel_en-US" xlink:label="lab_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersCurrentYearClaimsAndClaimsAdjustmentExpense_DCC83976F7D05DE2C52D3F9CF436790F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Current period</link:label>
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    <link:label id="lab_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense_903994502178705383663F9CF43620CA_verboseLabel_en-US" xlink:label="lab_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense_903994502178705383663F9CF43620CA" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Prior period</link:label>
    <link:label id="lab_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense_903994502178705383663F9CF43620CA_label_en-US" xlink:label="lab_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense_903994502178705383663F9CF43620CA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Prior Year Claims and Claims Adjustment Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense" xlink:label="loc_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense_903994502178705383663F9CF43620CA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense_903994502178705383663F9CF43620CA" xlink:to="lab_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense_903994502178705383663F9CF43620CA" xlink:type="arc" />
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    <link:label id="lab_us-gaap_LiabilityForUnpaidClaimsAndClaimsAdjustmentExpenseClaimsPaidCurrentYear1_B2A9D546495511F4EEF53F9CF4376F79_terseLabel_en-US" xlink:label="lab_us-gaap_LiabilityForUnpaidClaimsAndClaimsAdjustmentExpenseClaimsPaidCurrentYear1_B2A9D546495511F4EEF53F9CF4376F79" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Current period</link:label>
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    <link:label id="lab_us-gaap_LiabilityForUnpaidClaimsAndClaimsAdjustmentExpenseClaimsPaidPriorYears1_A922AF8F49B8FD7E5E383F9CF437E063_terseLabel_en-US" xlink:label="lab_us-gaap_LiabilityForUnpaidClaimsAndClaimsAdjustmentExpenseClaimsPaidPriorYears1_A922AF8F49B8FD7E5E383F9CF437E063" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Prior period</link:label>
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    <link:label id="lab_us-gaap_PaymentsForLossesAndLossAdjustmentExpense_291ADDEEFCD2A5BEA6633F9CF4378B53_totalLabel_en-US" xlink:label="lab_us-gaap_PaymentsForLossesAndLossAdjustmentExpense_291ADDEEFCD2A5BEA6633F9CF4378B53" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total net loss and LAE payments</link:label>
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    <link:label id="lab_us-gaap_RangeMember_89BC1FB0850232C133CA41D3C3EF1D57_terseLabel_en-US" xlink:label="lab_us-gaap_RangeMember_89BC1FB0850232C133CA41D3C3EF1D57" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Range [Domain]</link:label>
    <link:label id="lab_us-gaap_RangeMember_89BC1FB0850232C133CA41D3C3EF1D57_label_en-US" xlink:label="lab_us-gaap_RangeMember_89BC1FB0850232C133CA41D3C3EF1D57" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Range [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_RangeMember" xlink:label="loc_us-gaap_RangeMember_89BC1FB0850232C133CA41D3C3EF1D57" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RangeMember_89BC1FB0850232C133CA41D3C3EF1D57" xlink:to="lab_us-gaap_RangeMember_89BC1FB0850232C133CA41D3C3EF1D57" xlink:type="arc" />
    <link:label id="lab_us-gaap_MinimumMember_258F6681F39D883C68FB41D3C3EFEAE3_terseLabel_en-US" xlink:label="lab_us-gaap_MinimumMember_258F6681F39D883C68FB41D3C3EFEAE3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Minimum</link:label>
    <link:label id="lab_us-gaap_MinimumMember_258F6681F39D883C68FB41D3C3EFEAE3_label_en-US" xlink:label="lab_us-gaap_MinimumMember_258F6681F39D883C68FB41D3C3EFEAE3" 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/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_MinimumMember" xlink:label="loc_us-gaap_MinimumMember_258F6681F39D883C68FB41D3C3EFEAE3" xlink:type="locator" />
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    <link:label id="lab_us-gaap_MaximumMember_E579964A4A73B32F11CF41D3C3EF1698_terseLabel_en-US" xlink:label="lab_us-gaap_MaximumMember_E579964A4A73B32F11CF41D3C3EF1698" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Maximum</link:label>
    <link:label id="lab_us-gaap_MaximumMember_E579964A4A73B32F11CF41D3C3EF1698_label_en-US" xlink:label="lab_us-gaap_MaximumMember_E579964A4A73B32F11CF41D3C3EF1698" 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/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_MaximumMember" xlink:label="loc_us-gaap_MaximumMember_E579964A4A73B32F11CF41D3C3EF1698" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LiabilityForCatastropheClaimsByCatastrophicEventAxis_C2B0B879FF910F6E6CAE41D3C3EFB548_terseLabel_en-US" xlink:label="lab_us-gaap_LiabilityForCatastropheClaimsByCatastrophicEventAxis_C2B0B879FF910F6E6CAE41D3C3EFB548" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Catastrophic Event [Axis]</link:label>
    <link:label id="lab_us-gaap_LiabilityForCatastropheClaimsByCatastrophicEventAxis_C2B0B879FF910F6E6CAE41D3C3EFB548_label_en-US" xlink:label="lab_us-gaap_LiabilityForCatastropheClaimsByCatastrophicEventAxis_C2B0B879FF910F6E6CAE41D3C3EFB548" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Catastrophic Event [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_LiabilityForCatastropheClaimsByCatastrophicEventAxis" xlink:label="loc_us-gaap_LiabilityForCatastropheClaimsByCatastrophicEventAxis_C2B0B879FF910F6E6CAE41D3C3EFB548" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LiabilityForCatastropheClaimsByCatastrophicEventAxis_C2B0B879FF910F6E6CAE41D3C3EFB548" xlink:to="lab_us-gaap_LiabilityForCatastropheClaimsByCatastrophicEventAxis_C2B0B879FF910F6E6CAE41D3C3EFB548" xlink:type="arc" />
    <link:label id="lab_us-gaap_CatastrophicEventDomain_449174CA6C4B5EB495A841D3C3EF5B73_terseLabel_en-US" xlink:label="lab_us-gaap_CatastrophicEventDomain_449174CA6C4B5EB495A841D3C3EF5B73" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Catastrophic Event [Domain]</link:label>
    <link:label id="lab_us-gaap_CatastrophicEventDomain_449174CA6C4B5EB495A841D3C3EF5B73_label_en-US" xlink:label="lab_us-gaap_CatastrophicEventDomain_449174CA6C4B5EB495A841D3C3EF5B73" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Catastrophic Event [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_CatastrophicEventDomain" xlink:label="loc_us-gaap_CatastrophicEventDomain_449174CA6C4B5EB495A841D3C3EF5B73" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CatastrophicEventDomain_449174CA6C4B5EB495A841D3C3EF5B73" xlink:to="lab_us-gaap_CatastrophicEventDomain_449174CA6C4B5EB495A841D3C3EF5B73" xlink:type="arc" />
    <link:label id="lab_us-gaap_HurricaneMember_03457378EB055E76403141D3C3EF0A11_terseLabel_en-US" xlink:label="lab_us-gaap_HurricaneMember_03457378EB055E76403141D3C3EF0A11" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hurricane</link:label>
    <link:label id="lab_us-gaap_HurricaneMember_03457378EB055E76403141D3C3EF0A11_label_en-US" xlink:label="lab_us-gaap_HurricaneMember_03457378EB055E76403141D3C3EF0A11" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hurricane [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_HurricaneMember" xlink:label="loc_us-gaap_HurricaneMember_03457378EB055E76403141D3C3EF0A11" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_HurricaneMember_03457378EB055E76403141D3C3EF0A11" xlink:to="lab_us-gaap_HurricaneMember_03457378EB055E76403141D3C3EF0A11" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReinsurancePolicyTypeAxis_CB9652440A98D66DB08941D3C3F0ED19_terseLabel_en-US" xlink:label="lab_us-gaap_ReinsurancePolicyTypeAxis_CB9652440A98D66DB08941D3C3F0ED19" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reinsurance Policy, Type [Axis]</link:label>
    <link:label id="lab_us-gaap_ReinsurancePolicyTypeAxis_CB9652440A98D66DB08941D3C3F0ED19_label_en-US" xlink:label="lab_us-gaap_ReinsurancePolicyTypeAxis_CB9652440A98D66DB08941D3C3F0ED19" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reinsurance Policy, Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_ReinsurancePolicyTypeAxis" xlink:label="loc_us-gaap_ReinsurancePolicyTypeAxis_CB9652440A98D66DB08941D3C3F0ED19" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReinsurancePolicyTypeAxis_CB9652440A98D66DB08941D3C3F0ED19" xlink:to="lab_us-gaap_ReinsurancePolicyTypeAxis_CB9652440A98D66DB08941D3C3F0ED19" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReinsurancePolicyDomain_5B1E7C032EDDE9D00BE641D3C3F000DA_terseLabel_en-US" xlink:label="lab_us-gaap_ReinsurancePolicyDomain_5B1E7C032EDDE9D00BE641D3C3F000DA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reinsurance Policy [Domain]</link:label>
    <link:label id="lab_us-gaap_ReinsurancePolicyDomain_5B1E7C032EDDE9D00BE641D3C3F000DA_label_en-US" xlink:label="lab_us-gaap_ReinsurancePolicyDomain_5B1E7C032EDDE9D00BE641D3C3F000DA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reinsurance Policy [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_ReinsurancePolicyDomain" xlink:label="loc_us-gaap_ReinsurancePolicyDomain_5B1E7C032EDDE9D00BE641D3C3F000DA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReinsurancePolicyDomain_5B1E7C032EDDE9D00BE641D3C3F000DA" xlink:to="lab_us-gaap_ReinsurancePolicyDomain_5B1E7C032EDDE9D00BE641D3C3F000DA" xlink:type="arc" />
    <link:label id="lab_cnfr_AdverseDevelopmentCoverReinsuranceAgreementMember_AA00376E9AB34C7BCFE041D3C3F086CC_terseLabel_en-US" xlink:label="lab_cnfr_AdverseDevelopmentCoverReinsuranceAgreementMember_AA00376E9AB34C7BCFE041D3C3F086CC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adverse development cover reinsurance agreement (ADC)</link:label>
    <link:label id="lab_cnfr_AdverseDevelopmentCoverReinsuranceAgreementMember_AA00376E9AB34C7BCFE041D3C3F086CC_label_en-US" xlink:label="lab_cnfr_AdverseDevelopmentCoverReinsuranceAgreementMember_AA00376E9AB34C7BCFE041D3C3F086CC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adverse Development Cover Reinsurance Agreement [Member]</link:label>
    <link:label id="lab_cnfr_AdverseDevelopmentCoverReinsuranceAgreementMember_AA00376E9AB34C7BCFE041D3C3F086CC_documentation_en-US" xlink:label="lab_cnfr_AdverseDevelopmentCoverReinsuranceAgreementMember_AA00376E9AB34C7BCFE041D3C3F086CC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Adverse Development Cover Reinsurance Agreement [Member]</link:label>
    <link:loc xlink:href="cnfr-20180331.xsd#cnfr_AdverseDevelopmentCoverReinsuranceAgreementMember" xlink:label="loc_cnfr_AdverseDevelopmentCoverReinsuranceAgreementMember_AA00376E9AB34C7BCFE041D3C3F086CC" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ProductOrServiceAxis_4D6DFE3A2CD06550D9AB41D3C3F0AAA0_terseLabel_en-US" xlink:label="lab_us-gaap_ProductOrServiceAxis_4D6DFE3A2CD06550D9AB41D3C3F0AAA0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Products and Services [Axis]</link:label>
    <link:label id="lab_us-gaap_ProductOrServiceAxis_4D6DFE3A2CD06550D9AB41D3C3F0AAA0_label_en-US" xlink:label="lab_us-gaap_ProductOrServiceAxis_4D6DFE3A2CD06550D9AB41D3C3F0AAA0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Products and Services [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_ProductOrServiceAxis" xlink:label="loc_us-gaap_ProductOrServiceAxis_4D6DFE3A2CD06550D9AB41D3C3F0AAA0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProductOrServiceAxis_4D6DFE3A2CD06550D9AB41D3C3F0AAA0" xlink:to="lab_us-gaap_ProductOrServiceAxis_4D6DFE3A2CD06550D9AB41D3C3F0AAA0" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProductsAndServicesDomain_A96E6C91BD890651A9D341D3C3F07075_terseLabel_en-US" xlink:label="lab_us-gaap_ProductsAndServicesDomain_A96E6C91BD890651A9D341D3C3F07075" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Products and Services [Domain]</link:label>
    <link:label id="lab_us-gaap_ProductsAndServicesDomain_A96E6C91BD890651A9D341D3C3F07075_label_en-US" xlink:label="lab_us-gaap_ProductsAndServicesDomain_A96E6C91BD890651A9D341D3C3F07075" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Products and Services [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_ProductsAndServicesDomain" xlink:label="loc_us-gaap_ProductsAndServicesDomain_A96E6C91BD890651A9D341D3C3F07075" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ProductsAndServicesDomain_A96E6C91BD890651A9D341D3C3F07075" xlink:to="lab_us-gaap_ProductsAndServicesDomain_A96E6C91BD890651A9D341D3C3F07075" xlink:type="arc" />
    <link:label id="lab_cnfr_CommercialLines1Member_BAF963D84F82CE0F845341D3C3F0A467_terseLabel_en-US" xlink:label="lab_cnfr_CommercialLines1Member_BAF963D84F82CE0F845341D3C3F0A467" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Liability line of business</link:label>
    <link:label id="lab_cnfr_CommercialLines1Member_BAF963D84F82CE0F845341D3C3F0A467_label_en-US" xlink:label="lab_cnfr_CommercialLines1Member_BAF963D84F82CE0F845341D3C3F0A467" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Commercial Lines [Member]</link:label>
    <link:label id="lab_cnfr_CommercialLines1Member_BAF963D84F82CE0F845341D3C3F0A467_documentation_en-US" xlink:label="lab_cnfr_CommercialLines1Member_BAF963D84F82CE0F845341D3C3F0A467" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The commercial lines segment which offers coverage for property, liability, automobile and other miscellaneous coverage primarily to owner-operated small and mid-sized businesses, professional organizations and hospitality businesses such as restaurant, bars and taverns.</link:label>
    <link:loc xlink:href="cnfr-20180331.xsd#cnfr_CommercialLines1Member" xlink:label="loc_cnfr_CommercialLines1Member_BAF963D84F82CE0F845341D3C3F0A467" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_cnfr_CommercialLines1Member_BAF963D84F82CE0F845341D3C3F0A467" xlink:to="lab_cnfr_CommercialLines1Member_BAF963D84F82CE0F845341D3C3F0A467" xlink:type="arc" />
    <link:label id="lab_cnfr_HomeownersLineMember_BFC1D38FCCD3D46DB2A441D3C3F0AA09_terseLabel_en-US" xlink:label="lab_cnfr_HomeownersLineMember_BFC1D38FCCD3D46DB2A441D3C3F0AA09" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Florida homeowners line</link:label>
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    <link:label id="lab_cnfr_HomeownersLineMember_BFC1D38FCCD3D46DB2A441D3C3F0AA09_documentation_en-US" xlink:label="lab_cnfr_HomeownersLineMember_BFC1D38FCCD3D46DB2A441D3C3F0AA09" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Homeowners Line [Member]</link:label>
    <link:loc xlink:href="cnfr-20180331.xsd#cnfr_HomeownersLineMember" xlink:label="loc_cnfr_HomeownersLineMember_BFC1D38FCCD3D46DB2A441D3C3F0AA09" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_cnfr_HomeownersLineMember_BFC1D38FCCD3D46DB2A441D3C3F0AA09" xlink:to="lab_cnfr_HomeownersLineMember_BFC1D38FCCD3D46DB2A441D3C3F0AA09" xlink:type="arc" />
    <link:label id="lab_cnfr_CommercialPropertyLineMember_3609443E5BEE763B765F41D3C3F0A3E0_terseLabel_en-US" xlink:label="lab_cnfr_CommercialPropertyLineMember_3609443E5BEE763B765F41D3C3F0A3E0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Commercial property line</link:label>
    <link:label id="lab_cnfr_CommercialPropertyLineMember_3609443E5BEE763B765F41D3C3F0A3E0_label_en-US" xlink:label="lab_cnfr_CommercialPropertyLineMember_3609443E5BEE763B765F41D3C3F0A3E0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Commercial Property Line [Member]</link:label>
    <link:label id="lab_cnfr_CommercialPropertyLineMember_3609443E5BEE763B765F41D3C3F0A3E0_documentation_en-US" xlink:label="lab_cnfr_CommercialPropertyLineMember_3609443E5BEE763B765F41D3C3F0A3E0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Commercial Property Line [Member]</link:label>
    <link:loc xlink:href="cnfr-20180331.xsd#cnfr_CommercialPropertyLineMember" xlink:label="loc_cnfr_CommercialPropertyLineMember_3609443E5BEE763B765F41D3C3F0A3E0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_cnfr_CommercialPropertyLineMember_3609443E5BEE763B765F41D3C3F0A3E0" xlink:to="lab_cnfr_CommercialPropertyLineMember_3609443E5BEE763B765F41D3C3F0A3E0" xlink:type="arc" />
    <link:label id="lab_cnfr_PersonalAutomobileLineMember_CD3925BB91BCE518CDC141D3C3F06473_terseLabel_en-US" xlink:label="lab_cnfr_PersonalAutomobileLineMember_CD3925BB91BCE518CDC141D3C3F06473" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Personal automobile line</link:label>
    <link:label id="lab_cnfr_PersonalAutomobileLineMember_CD3925BB91BCE518CDC141D3C3F06473_label_en-US" xlink:label="lab_cnfr_PersonalAutomobileLineMember_CD3925BB91BCE518CDC141D3C3F06473" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Personal Automobile Line [Member]</link:label>
    <link:label id="lab_cnfr_PersonalAutomobileLineMember_CD3925BB91BCE518CDC141D3C3F06473_documentation_en-US" xlink:label="lab_cnfr_PersonalAutomobileLineMember_CD3925BB91BCE518CDC141D3C3F06473" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Product line consisting of insurance policies issued for personal automobile lines.</link:label>
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    <link:label id="lab_us-gaap_LiabilityForClaimsAndClaimsAdjustmentExpenseLineItems_7D76DEE1E4B11615CBFF41D3C3F0DB40_terseLabel_en-US" xlink:label="lab_us-gaap_LiabilityForClaimsAndClaimsAdjustmentExpenseLineItems_7D76DEE1E4B11615CBFF41D3C3F0DB40" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Liability for Claims and Claims Adjustment Expense [Line Items]</link:label>
    <link:label id="lab_us-gaap_LiabilityForClaimsAndClaimsAdjustmentExpenseLineItems_7D76DEE1E4B11615CBFF41D3C3F0DB40_label_en-US" xlink:label="lab_us-gaap_LiabilityForClaimsAndClaimsAdjustmentExpenseLineItems_7D76DEE1E4B11615CBFF41D3C3F0DB40" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liability for Claims and Claims Adjustment Expense [Line Items]</link:label>
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    <link:label id="lab_us-gaap_ReinsuranceRetentionPolicyExcessRetentionAmountReinsured_33CAAD3E60F66D88132541D3C3F0F245_terseLabel_en-US" xlink:label="lab_us-gaap_ReinsuranceRetentionPolicyExcessRetentionAmountReinsured_33CAAD3E60F66D88132541D3C3F0F245" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">ADC loss development cover, maximum amount</link:label>
    <link:label id="lab_us-gaap_ReinsuranceRetentionPolicyExcessRetentionAmountReinsured_33CAAD3E60F66D88132541D3C3F0F245_label_en-US" xlink:label="lab_us-gaap_ReinsuranceRetentionPolicyExcessRetentionAmountReinsured_33CAAD3E60F66D88132541D3C3F0F245" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reinsurance Retention Policy, Excess Retention, Amount Reinsured</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_ReinsuranceRetentionPolicyExcessRetentionAmountReinsured_33CAAD3E60F66D88132541D3C3F0F245" xlink:to="lab_us-gaap_ReinsuranceRetentionPolicyExcessRetentionAmountReinsured_33CAAD3E60F66D88132541D3C3F0F245" xlink:type="arc" />
    <link:label id="lab_cnfr_ReinsuranceRetentionPolicyExcessRetentionCarriedReservesThreshold_805A8B17D651354228EB41D3C3F0F3F1_terseLabel_en-US" xlink:label="lab_cnfr_ReinsuranceRetentionPolicyExcessRetentionCarriedReservesThreshold_805A8B17D651354228EB41D3C3F0F3F1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reinsurance retention policy carried reserves threshold</link:label>
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    <link:label id="lab_cnfr_ReinsuranceRetentionPolicyExcessRetentionCarriedReservesThreshold_805A8B17D651354228EB41D3C3F0F3F1_documentation_en-US" xlink:label="lab_cnfr_ReinsuranceRetentionPolicyExcessRetentionCarriedReservesThreshold_805A8B17D651354228EB41D3C3F0F3F1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Reinsurance Retention Policy, Excess Retention, Carried Reserves, Threshold</link:label>
    <link:loc xlink:href="cnfr-20180331.xsd#cnfr_ReinsuranceRetentionPolicyExcessRetentionCarriedReservesThreshold" xlink:label="loc_cnfr_ReinsuranceRetentionPolicyExcessRetentionCarriedReservesThreshold_805A8B17D651354228EB41D3C3F0F3F1" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ReinsuranceRetentionPolicyReinsuredRiskPercentage_E104711B01E23F48D93C41D3C3F036F4_terseLabel_en-US" xlink:label="lab_us-gaap_ReinsuranceRetentionPolicyReinsuredRiskPercentage_E104711B01E23F48D93C41D3C3F036F4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reinsurance retention policy, co-participation (percentage)</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_ReinsuranceRetentionPolicyReinsuredRiskPercentage" xlink:label="loc_us-gaap_ReinsuranceRetentionPolicyReinsuredRiskPercentage_E104711B01E23F48D93C41D3C3F036F4" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ReinsuranceRecoverablesGross_290DE5B19529153F199641D3C3F0BB1A_terseLabel_en-US" xlink:label="lab_us-gaap_ReinsuranceRecoverablesGross_290DE5B19529153F199641D3C3F0BB1A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Increase in reinsurance recoverable</link:label>
    <link:label id="lab_us-gaap_ReinsuranceRecoverablesGross_290DE5B19529153F199641D3C3F0BB1A_label_en-US" xlink:label="lab_us-gaap_ReinsuranceRecoverablesGross_290DE5B19529153F199641D3C3F0BB1A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reinsurance Recoverables, Gross</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_ReinsuranceRecoverablesGross" xlink:label="loc_us-gaap_ReinsuranceRecoverablesGross_290DE5B19529153F199641D3C3F0BB1A" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ReinsuranceRecoverablesAllowance_E26A36F84713B013593341D3C3F16D6B_terseLabel_en-US" xlink:label="lab_us-gaap_ReinsuranceRecoverablesAllowance_E26A36F84713B013593341D3C3F16D6B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reinsurance recoverable</link:label>
    <link:label id="lab_us-gaap_ReinsuranceRecoverablesAllowance_E26A36F84713B013593341D3C3F16D6B_label_en-US" xlink:label="lab_us-gaap_ReinsuranceRecoverablesAllowance_E26A36F84713B013593341D3C3F16D6B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reinsurance Recoverables, Allowance</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_ReinsuranceRecoverablesAllowance" xlink:label="loc_us-gaap_ReinsuranceRecoverablesAllowance_E26A36F84713B013593341D3C3F16D6B" xlink:type="locator" />
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    <link:label id="lab_cnfr_ReinsuranceRecoverablesDeferredGainNetOfAccretionAndAmortization_A171741364E4CB1C679B41D3C3F18CF3_terseLabel_en-US" xlink:label="lab_cnfr_ReinsuranceRecoverablesDeferredGainNetOfAccretionAndAmortization_A171741364E4CB1C679B41D3C3F18CF3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred gain on ADC</link:label>
    <link:loc xlink:href="cnfr-20180331.xsd#cnfr_ReinsuranceRecoverablesDeferredGainNetOfAccretionAndAmortization" xlink:label="loc_cnfr_ReinsuranceRecoverablesDeferredGainNetOfAccretionAndAmortization_A171741364E4CB1C679B41D3C3F18CF3" xlink:type="locator" />
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    <link:label id="lab_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense_7C3BE5AF3F2B6374DED941D3C3F1EC4B_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense_7C3BE5AF3F2B6374DED941D3C3F1EC4B" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Prior-year adverse (favorable) reserve development</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense" xlink:label="loc_us-gaap_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimsAndClaimsAdjustmentExpense_7C3BE5AF3F2B6374DED941D3C3F1EC4B" xlink:type="locator" />
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    <link:label id="lab_cnfr_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimandClaimsOffsetAmount_ED69CCF7F055186288D241D3C3F16F30_terseLabel_en-US" xlink:label="lab_cnfr_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimandClaimsOffsetAmount_ED69CCF7F055186288D241D3C3F16F30" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Offset amount by favorable development</link:label>
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    <link:loc xlink:href="cnfr-20180331.xsd#cnfr_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimandClaimsOffsetAmount" xlink:label="loc_cnfr_SupplementalInformationForPropertyCasualtyInsuranceUnderwritersPriorYearClaimandClaimsOffsetAmount_ED69CCF7F055186288D241D3C3F16F30" xlink:type="locator" />
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    <link:label id="lab_us-gaap_FairValueDisclosuresAbstract_215EAC17AC437D68D7217F5C42E5F464_label_en-US" xlink:label="lab_us-gaap_FairValueDisclosuresAbstract_BC68EE2E535457EF9CB6EBC5D83D6ED7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Disclosures [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_FairValueDisclosuresAbstract" xlink:label="loc_us-gaap_FairValueDisclosuresAbstract_BC68EE2E535457EF9CB6EBC5D83D6ED7" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LongTermDebtTextBlock_961EBB425078DC38C1608801C2C8B6E5_label_en-US" xlink:label="lab_us-gaap_LongTermDebtTextBlock_1EB6C067636B54F595DDD61C808A0B44" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt [Text Block]</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_IncreaseDecreaseInPrepaidReinsurancePremiums" xlink:label="loc_us-gaap_IncreaseDecreaseInPrepaidReinsurancePremiums_333A90DCF19CAFA31A0C424003DFA673" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_IncreaseDecreaseInUnearnedPremiums" xlink:label="loc_us-gaap_IncreaseDecreaseInUnearnedPremiums_A17104B1AD5B89903464424003E05AEB" xlink:type="locator" />
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    <link:label id="lab_us-gaap_IncreaseDecreaseInAccountsPayableAndAccruedLiabilities_4F3D66A407036300ED3A424003E08BC6_terseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInAccountsPayableAndAccruedLiabilities_4F3D66A407036300ED3A424003E08BC6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accounts payable and other liabilities</link:label>
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    <link:label id="lab_us-gaap_SubordinatedDebtMember_88A0E26DF4E1DCFEB6EF42494432166F_label_en-US" xlink:label="lab_us-gaap_SubordinatedDebtMember_88A0E26DF4E1DCFEB6EF42494432166F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Subordinated Debt [Member]</link:label>
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    <link:label id="lab_us-gaap_CreditFacilityAxis_E9FD013C6957D62C460842494433A184_label_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_E9FD013C6957D62C460842494433A184" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Facility [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_CreditFacilityAxis" xlink:label="loc_us-gaap_CreditFacilityAxis_E9FD013C6957D62C460842494433A184" xlink:type="locator" />
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    <link:label id="lab_us-gaap_CreditFacilityDomain_F80DE0B1C46E30D28C1F424944332742_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_F80DE0B1C46E30D28C1F424944332742" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Credit Facility [Domain]</link:label>
    <link:label id="lab_us-gaap_CreditFacilityDomain_F80DE0B1C46E30D28C1F424944332742_label_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_F80DE0B1C46E30D28C1F424944332742" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Facility [Domain]</link:label>
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    <link:label id="lab_us-gaap_RevolvingCreditFacilityMember_08CDC2E843B3555B21FC424944334DA4_terseLabel_en-US" xlink:label="lab_us-gaap_RevolvingCreditFacilityMember_08CDC2E843B3555B21FC424944334DA4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revolver</link:label>
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