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    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_0E6F2E41537D566FE51386F0630F776F_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_0E6F2E41537D566FE51386F0630F776F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">After ten years, fair value</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_0E6F2E41537D566FE51386F0630F776F_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_0E6F2E41537D566FE51386F0630F776F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Available-for-sale Securities, Debt Maturities, after Ten Years, Fair 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_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_0E6F2E41537D566FE51386F0630F776F" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsFairValue_0E6F2E41537D566FE51386F0630F776F" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_EC31DB6A022091B5F2A386F0630FE11D_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesAfterTenYearsAmortizedCost_EC31DB6A022091B5F2A386F0630FE11D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">After ten years, amortized cost basis</link:label>
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    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithoutSingleMaturityDateFairValue_0E259D63A8EE06351F5A86F0630FA3B2_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithoutSingleMaturityDateFairValue_0E259D63A8EE06351F5A86F0630FA3B2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mortgage-backed, asset-backed and collateralized mortgage obligations, fair value</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithoutSingleMaturityDateFairValue_0E259D63A8EE06351F5A86F0630FA3B2_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesDebtMaturitiesWithoutSingleMaturityDateFairValue_0E259D63A8EE06351F5A86F0630FA3B2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Available-for-sale Securities, Debt Maturities, without Single Maturity Date, Fair Value</link:label>
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    <link:label id="lab_ipcc_GreaterThanTenPercentAsPercentageOfAmortizedCostOrCostMember_188C7CA90ACBA65723C086F062D1A7E4_label_en-US" xlink:label="lab_ipcc_GreaterThanTenPercentAsPercentageOfAmortizedCostOrCostMember_188C7CA90ACBA65723C086F062D1A7E4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Greater Than Ten Percent as a Percentage of Amortized Cost or Cost [Member]</link:label>
    <link:label id="lab_ipcc_GreaterThanTenPercentAsPercentageOfAmortizedCostOrCostMember_188C7CA90ACBA65723C086F062D1A7E4_documentation_en-US" xlink:label="lab_ipcc_GreaterThanTenPercentAsPercentageOfAmortizedCostOrCostMember_188C7CA90ACBA65723C086F062D1A7E4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Greater Than Ten Percent as a Percentage of Amortized Cost or Cost [Member]</link:label>
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    <link:label id="lab_ipcc_ZeroToThreeMonthsMember_5181D6903F66DA25BE1186F062D1036D_terseLabel_en-US" xlink:label="lab_ipcc_ZeroToThreeMonthsMember_5181D6903F66DA25BE1186F062D1036D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Three months or less</link:label>
    <link:label id="lab_ipcc_ZeroToThreeMonthsMember_5181D6903F66DA25BE1186F062D1036D_label_en-US" xlink:label="lab_ipcc_ZeroToThreeMonthsMember_5181D6903F66DA25BE1186F062D1036D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Zero To Three Months [Member]</link:label>
    <link:label id="lab_ipcc_ZeroToThreeMonthsMember_5181D6903F66DA25BE1186F062D1036D_documentation_en-US" xlink:label="lab_ipcc_ZeroToThreeMonthsMember_5181D6903F66DA25BE1186F062D1036D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Zero To Three Months [Member]</link:label>
    <link:loc xlink:href="ipcc-20180331.xsd#ipcc_ZeroToThreeMonthsMember" xlink:label="loc_ipcc_ZeroToThreeMonthsMember_5181D6903F66DA25BE1186F062D1036D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_ipcc_ZeroToThreeMonthsMember_5181D6903F66DA25BE1186F062D1036D" xlink:to="lab_ipcc_ZeroToThreeMonthsMember_5181D6903F66DA25BE1186F062D1036D" xlink:type="arc" />
    <link:label id="lab_ipcc_ThreeToSixMonthsMember_FCD1C1059628D546A96286F062D11830_terseLabel_en-US" xlink:label="lab_ipcc_ThreeToSixMonthsMember_FCD1C1059628D546A96286F062D11830" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Four months through six months</link:label>
    <link:label id="lab_ipcc_ThreeToSixMonthsMember_FCD1C1059628D546A96286F062D11830_label_en-US" xlink:label="lab_ipcc_ThreeToSixMonthsMember_FCD1C1059628D546A96286F062D11830" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Three To Six Months [Member]</link:label>
    <link:label id="lab_ipcc_ThreeToSixMonthsMember_FCD1C1059628D546A96286F062D11830_documentation_en-US" xlink:label="lab_ipcc_ThreeToSixMonthsMember_FCD1C1059628D546A96286F062D11830" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Three To Six Months [Member]</link:label>
    <link:loc xlink:href="ipcc-20180331.xsd#ipcc_ThreeToSixMonthsMember" xlink:label="loc_ipcc_ThreeToSixMonthsMember_FCD1C1059628D546A96286F062D11830" xlink:type="locator" />
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    <link:label id="lab_ipcc_SixToNineMonthsMember_ACFE113F1228C37ADD7186F062D1B460_terseLabel_en-US" xlink:label="lab_ipcc_SixToNineMonthsMember_ACFE113F1228C37ADD7186F062D1B460" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Seven months through nine months</link:label>
    <link:label id="lab_ipcc_SixToNineMonthsMember_ACFE113F1228C37ADD7186F062D1B460_label_en-US" xlink:label="lab_ipcc_SixToNineMonthsMember_ACFE113F1228C37ADD7186F062D1B460" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Six To Nine Months [Member]</link:label>
    <link:label id="lab_ipcc_SixToNineMonthsMember_ACFE113F1228C37ADD7186F062D1B460_documentation_en-US" xlink:label="lab_ipcc_SixToNineMonthsMember_ACFE113F1228C37ADD7186F062D1B460" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Six To Nine Months [Member]</link:label>
    <link:loc xlink:href="ipcc-20180331.xsd#ipcc_SixToNineMonthsMember" xlink:label="loc_ipcc_SixToNineMonthsMember_ACFE113F1228C37ADD7186F062D1B460" xlink:type="locator" />
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    <link:label id="lab_ipcc_NineToTwelveMonthsMember_C5E7BAC5DD2E06A3DEDD86F062D12E3B_terseLabel_en-US" xlink:label="lab_ipcc_NineToTwelveMonthsMember_C5E7BAC5DD2E06A3DEDD86F062D12E3B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ten months through twelve months</link:label>
    <link:label id="lab_ipcc_NineToTwelveMonthsMember_C5E7BAC5DD2E06A3DEDD86F062D12E3B_label_en-US" xlink:label="lab_ipcc_NineToTwelveMonthsMember_C5E7BAC5DD2E06A3DEDD86F062D12E3B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Nine To Twelve Months [Member]</link:label>
    <link:label id="lab_ipcc_NineToTwelveMonthsMember_C5E7BAC5DD2E06A3DEDD86F062D12E3B_documentation_en-US" xlink:label="lab_ipcc_NineToTwelveMonthsMember_C5E7BAC5DD2E06A3DEDD86F062D12E3B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Nine To Twelve Months [Member]</link:label>
    <link:loc xlink:href="ipcc-20180331.xsd#ipcc_NineToTwelveMonthsMember" xlink:label="loc_ipcc_NineToTwelveMonthsMember_C5E7BAC5DD2E06A3DEDD86F062D12E3B" xlink:type="locator" />
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    <link:label id="lab_ipcc_GreaterThanTwelveMonthsMember_3417520FD661CD282AD586F062D103A4_verboseLabel_en-US" xlink:label="lab_ipcc_GreaterThanTwelveMonthsMember_3417520FD661CD282AD586F062D103A4" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Greater than twelve months</link:label>
    <link:label id="lab_ipcc_GreaterThanTwelveMonthsMember_3417520FD661CD282AD586F062D103A4_label_en-US" xlink:label="lab_ipcc_GreaterThanTwelveMonthsMember_3417520FD661CD282AD586F062D103A4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Greater Than Twelve Months [Member]</link:label>
    <link:label id="lab_ipcc_GreaterThanTwelveMonthsMember_3417520FD661CD282AD586F062D103A4_documentation_en-US" xlink:label="lab_ipcc_GreaterThanTwelveMonthsMember_3417520FD661CD282AD586F062D103A4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Greater Than Twelve Months [Member]</link:label>
    <link:loc xlink:href="ipcc-20180331.xsd#ipcc_GreaterThanTwelveMonthsMember" xlink:label="loc_ipcc_GreaterThanTwelveMonthsMember_3417520FD661CD282AD586F062D103A4" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionLessThanTwelveMonthsFairValue_5BE68CC7C446EE8EAF1586F062D13191_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionLessThanTwelveMonthsFairValue_5BE68CC7C446EE8EAF1586F062D13191" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Fair Value of Securities with Unrealized Losses</link:label>
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    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionTwelveMonthsOrLongerFairValue_8EACCFC467E386C8B4CD86F062D10C42_verboseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionTwelveMonthsOrLongerFairValue_8EACCFC467E386C8B4CD86F062D10C42" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Fair Value of Securities with Unrealized Losses</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionTwelveMonthsOrLongerFairValue" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionTwelveMonthsOrLongerFairValue_8EACCFC467E386C8B4CD86F062D10C42" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionFairValue_B73865E4712BC8CA35D186F062D1E4C7_totalLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionFairValue_B73865E4712BC8CA35D186F062D1E4C7" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Fair Value of Securities with Unrealized Losses</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionFairValue_B73865E4712BC8CA35D186F062D1E4C7_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionFairValue_B73865E4712BC8CA35D186F062D1E4C7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Available-for-sale Securities, Continuous Unrealized Loss Position, Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionFairValue" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionFairValue_B73865E4712BC8CA35D186F062D1E4C7" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionLessThan12MonthsAccumulatedLoss_5B169AA8F036C44B122086F062D125BC_negatedLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionLessThan12MonthsAccumulatedLoss_5B169AA8F036C44B122086F062D125BC" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Total Gross Unrealized Losses</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionLessThan12MonthsAccumulatedLoss" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionLessThan12MonthsAccumulatedLoss_5B169AA8F036C44B122086F062D125BC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionLessThan12MonthsAccumulatedLoss_5B169AA8F036C44B122086F062D125BC" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionLessThan12MonthsAccumulatedLoss_5B169AA8F036C44B122086F062D125BC" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPosition12MonthsOrLongerAccumulatedLoss_693A2C9E14320617235686F062D1CB2C_negatedLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPosition12MonthsOrLongerAccumulatedLoss_693A2C9E14320617235686F062D1CB2C" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Total Gross Unrealized Losses</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPosition12MonthsOrLongerAccumulatedLoss" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPosition12MonthsOrLongerAccumulatedLoss_693A2C9E14320617235686F062D1CB2C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPosition12MonthsOrLongerAccumulatedLoss_693A2C9E14320617235686F062D1CB2C" xlink:to="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPosition12MonthsOrLongerAccumulatedLoss_693A2C9E14320617235686F062D1CB2C" xlink:type="arc" />
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionAccumulatedLoss_DB40D38345022B18697C86F062D137F2_negatedTotalLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionAccumulatedLoss_DB40D38345022B18697C86F062D137F2" xlink:role="http://www.xbrl.org/2009/role/negatedTotalLabel" xlink:type="resource" xml:lang="en-US">Total Gross Unrealized Losses</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_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionAccumulatedLoss" xlink:label="loc_us-gaap_AvailableForSaleSecuritiesContinuousUnrealizedLossPositionAccumulatedLoss_DB40D38345022B18697C86F062D137F2" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LongTermDebtTextBlock_735F25269553FD24A20286F0635DDA60_verboseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtTextBlock_735F25269553FD24A20286F0635DDA60" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Long-Term Debt</link:label>
    <link:label id="lab_us-gaap_LongTermDebtTextBlock_735F25269553FD24A20286F0635DDA60_label_en-US" xlink:label="lab_us-gaap_LongTermDebtTextBlock_735F25269553FD24A20286F0635DDA60" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_LongTermDebtTextBlock" xlink:label="loc_us-gaap_LongTermDebtTextBlock_735F25269553FD24A20286F0635DDA60" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesEquitySecurities_53429A6D7DDC67C1F2A307876E889E71_terseLabel_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesEquitySecurities_53429A6D7DDC67C1F2A307876E889E71" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Equity securities &#8211; at fair value (cost $65,913 and $68,812)</link:label>
    <link:label id="lab_us-gaap_AvailableForSaleSecuritiesEquitySecurities_53429A6D7DDC67C1F2A307876E889E71_label_en-US" xlink:label="lab_us-gaap_AvailableForSaleSecuritiesEquitySecurities_53429A6D7DDC67C1F2A307876E889E71" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Available-for-sale Securities, Equity Securities</link:label>
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    <link:label id="lab_us-gaap_ShortTermInvestments_E05298B8CBAB65913BC107876E88E893_label_en-US" xlink:label="lab_us-gaap_ShortTermInvestments_E05298B8CBAB65913BC107876E88E893" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-term Investments</link:label>
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    <link:label id="lab_us-gaap_Investments_692827A32A8E4B5C442C07876E88484A_totalLabel_en-US" xlink:label="lab_us-gaap_Investments_692827A32A8E4B5C442C07876E88484A" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total investments</link:label>
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    <link:label id="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_24C9E0CF927EA6D0BF1507876E888AE9_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_24C9E0CF927EA6D0BF1507876E888AE9" 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:label id="lab_us-gaap_AccruedInvestmentIncomeReceivable_037DAF6C94D0A04CE98D07876E885BDE_label_en-US" xlink:label="lab_us-gaap_AccruedInvestmentIncomeReceivable_037DAF6C94D0A04CE98D07876E885BDE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accrued Investment Income Receivable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_AccruedInvestmentIncomeReceivable" xlink:label="loc_us-gaap_AccruedInvestmentIncomeReceivable_037DAF6C94D0A04CE98D07876E885BDE" xlink:type="locator" />
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    <link:label id="lab_us-gaap_PremiumsAndOtherReceivablesNet_7B1D77527A1055B5890707876E8DC634_terseLabel_en-US" xlink:label="lab_us-gaap_PremiumsAndOtherReceivablesNet_7B1D77527A1055B5890707876E8DC634" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Agents&#8217; balances and premium receivable, net of allowances for doubtful accounts of $13,238 and $15,262</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_PremiumsAndOtherReceivablesNet" xlink:label="loc_us-gaap_PremiumsAndOtherReceivablesNet_7B1D77527A1055B5890707876E8DC634" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PremiumsAndOtherReceivablesNet_7B1D77527A1055B5890707876E8DC634" xlink:to="lab_us-gaap_PremiumsAndOtherReceivablesNet_7B1D77527A1055B5890707876E8DC634" xlink:type="arc" />
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentNet_918B17BE692E3ACC772B07876E8DEE3D_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentNet_918B17BE692E3ACC772B07876E8DEE3D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property and equipment, net of accumulated depreciation of $87,945 and $84,776</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentNet_918B17BE692E3ACC772B07876E8DEE3D_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentNet_918B17BE692E3ACC772B07876E8DEE3D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_PropertyPlantAndEquipmentNet" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentNet_918B17BE692E3ACC772B07876E8DEE3D" xlink:type="locator" />
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    <link:label id="lab_us-gaap_PrepaidReinsurancePremiums_BC3B03F244353C26E37707876E8DA3D3_label_en-US" xlink:label="lab_us-gaap_PrepaidReinsurancePremiums_BC3B03F244353C26E37707876E8DA3D3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Prepaid Reinsurance Premiums</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_PrepaidReinsurancePremiums" xlink:label="loc_us-gaap_PrepaidReinsurancePremiums_BC3B03F244353C26E37707876E8DA3D3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PrepaidReinsurancePremiums_BC3B03F244353C26E37707876E8DA3D3" xlink:to="lab_us-gaap_PrepaidReinsurancePremiums_BC3B03F244353C26E37707876E8DA3D3" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReinsuranceRecoverables_AE4E5C695AF06C8E67AD07876E8D8FA9_terseLabel_en-US" xlink:label="lab_us-gaap_ReinsuranceRecoverables_AE4E5C695AF06C8E67AD07876E8D8FA9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Recoverables from reinsurers (includes $3,124 and $(1,269) on paid losses and LAE)</link:label>
    <link:label id="lab_us-gaap_ReinsuranceRecoverables_AE4E5C695AF06C8E67AD07876E8D8FA9_label_en-US" xlink:label="lab_us-gaap_ReinsuranceRecoverables_AE4E5C695AF06C8E67AD07876E8D8FA9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reinsurance Recoverables, Including Reinsurance Premium Paid</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_ReinsuranceRecoverables" xlink:label="loc_us-gaap_ReinsuranceRecoverables_AE4E5C695AF06C8E67AD07876E8D8FA9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ReinsuranceRecoverables_AE4E5C695AF06C8E67AD07876E8D8FA9" xlink:to="lab_us-gaap_ReinsuranceRecoverables_AE4E5C695AF06C8E67AD07876E8D8FA9" xlink:type="arc" />
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    <link:label id="lab_us-gaap_DeferredPolicyAcquisitionCosts_45A98E74AF79CD39552D07876E8E860A_label_en-US" xlink:label="lab_us-gaap_DeferredPolicyAcquisitionCosts_45A98E74AF79CD39552D07876E8E860A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Policy Acquisition Costs</link:label>
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    <link:label id="lab_us-gaap_OtherAssets_E81E553B26CF72A7804C07876E8EA235_terseLabel_en-US" xlink:label="lab_us-gaap_OtherAssets_E81E553B26CF72A7804C07876E8EA235" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other assets</link:label>
    <link:label id="lab_us-gaap_OtherAssets_E81E553B26CF72A7804C07876E8EA235_label_en-US" xlink:label="lab_us-gaap_OtherAssets_E81E553B26CF72A7804C07876E8EA235" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Assets</link:label>
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    <link:label id="lab_us-gaap_Goodwill_12F4F9CD4D185D786E2D07876E8EC9EB_terseLabel_en-US" xlink:label="lab_us-gaap_Goodwill_12F4F9CD4D185D786E2D07876E8EC9EB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Goodwill</link:label>
    <link:label id="lab_us-gaap_Goodwill_12F4F9CD4D185D786E2D07876E8EC9EB_label_en-US" xlink:label="lab_us-gaap_Goodwill_12F4F9CD4D185D786E2D07876E8EC9EB" 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_Assets_70B9B202C810A3980B3507876E8EAAE0_totalLabel_en-US" xlink:label="lab_us-gaap_Assets_70B9B202C810A3980B3507876E8EAAE0" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total assets</link:label>
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    <link:label id="lab_us-gaap_LiabilitiesAndStockholdersEquityAbstract_F65F84C1B8B18A0CCF6307876E8E6FAB_label_en-US" xlink:label="lab_us-gaap_LiabilitiesAndStockholdersEquityAbstract_F65F84C1B8B18A0CCF6307876E8E6FAB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liabilities and Equity [Abstract]</link:label>
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    <link:label id="lab_us-gaap_LiabilitiesAbstract_38F34AEDD3C53ABE158A07876E8E4F25_label_en-US" xlink:label="lab_us-gaap_LiabilitiesAbstract_38F34AEDD3C53ABE158A07876E8E4F25" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liabilities [Abstract]</link:label>
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    <link:label id="lab_us-gaap_LiabilityForClaimsAndClaimsAdjustmentExpensePropertyCasualtyLiability_5D75256E55CA99791E1007876E8EF760_terseLabel_en-US" xlink:label="lab_us-gaap_LiabilityForClaimsAndClaimsAdjustmentExpensePropertyCasualtyLiability_5D75256E55CA99791E1007876E8EF760" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unpaid losses and loss adjustment expenses</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_LiabilityForClaimsAndClaimsAdjustmentExpensePropertyCasualtyLiability" xlink:label="loc_us-gaap_LiabilityForClaimsAndClaimsAdjustmentExpensePropertyCasualtyLiability_5D75256E55CA99791E1007876E8EF760" xlink:type="locator" />
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    <link:label id="lab_us-gaap_UnearnedPremiums_BA2D70277127027FF4DB07876E8E0E97_label_en-US" xlink:label="lab_us-gaap_UnearnedPremiums_BA2D70277127027FF4DB07876E8E0E97" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unearned Premiums</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_UnearnedPremiums" xlink:label="loc_us-gaap_UnearnedPremiums_BA2D70277127027FF4DB07876E8E0E97" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AccruedSalesCommissionCurrentAndNoncurrent_FFDB10681D3587ECCEA207876E8EB8B9_label_en-US" xlink:label="lab_us-gaap_AccruedSalesCommissionCurrentAndNoncurrent_FFDB10681D3587ECCEA207876E8EB8B9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accrued Sales Commission</link:label>
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    <link:label id="lab_ipcc_PayableForInvestmentsPurchased_E705ED32A0340CC0F68107876E8E8623_label_en-US" xlink:label="lab_ipcc_PayableForInvestmentsPurchased_E705ED32A0340CC0F68107876E8E8623" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payable For Investments Purchased</link:label>
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    <link:label id="lab_us-gaap_Liabilities_1637AC708E3536FB95F707876E8F6ED6_label_en-US" xlink:label="lab_us-gaap_Liabilities_1637AC708E3536FB95F707876E8F6ED6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liabilities</link:label>
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    <link:label id="lab_us-gaap_CommitmentsAndContingencies_5FBD2AC30749B8E1041C07876E8F633E_label_en-US" xlink:label="lab_us-gaap_CommitmentsAndContingencies_5FBD2AC30749B8E1041C07876E8F633E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Commitments and Contingencies</link:label>
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    <link:label id="lab_us-gaap_StockholdersEquityAbstract_728A309F19180CDD7D1A07876E8F9333_label_en-US" xlink:label="lab_us-gaap_StockholdersEquityAbstract_728A309F19180CDD7D1A07876E8F9333" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stockholders' Equity Attributable to Parent [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_StockholdersEquityAbstract" xlink:label="loc_us-gaap_StockholdersEquityAbstract_728A309F19180CDD7D1A07876E8F9333" xlink:type="locator" />
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    <link:label id="lab_us-gaap_CommonStockValue_6EB66D427BA36211437907876E8FDC4B_label_en-US" xlink:label="lab_us-gaap_CommonStockValue_6EB66D427BA36211437907876E8FDC4B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Common Stock, Value, Issued</link:label>
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    <link:label id="lab_us-gaap_AdditionalPaidInCapitalCommonStock_1E505B1B4692FF4AD0C507876E8FB523_label_en-US" xlink:label="lab_us-gaap_AdditionalPaidInCapitalCommonStock_1E505B1B4692FF4AD0C507876E8FB523" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Additional Paid in Capital, Common Stock</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_AdditionalPaidInCapitalCommonStock" xlink:label="loc_us-gaap_AdditionalPaidInCapitalCommonStock_1E505B1B4692FF4AD0C507876E8FB523" xlink:type="locator" />
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    <link:label id="lab_us-gaap_RetainedEarningsAccumulatedDeficit_B7D8C5B3AA1B42EFCCFB07876E8FC79A_label_en-US" xlink:label="lab_us-gaap_RetainedEarningsAccumulatedDeficit_B7D8C5B3AA1B42EFCCFB07876E8FC79A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Retained Earnings (Accumulated Deficit)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2017/elts/us-gaap-2017-01-31.xsd#us-gaap_RetainedEarningsAccumulatedDeficit" xlink:label="loc_us-gaap_RetainedEarningsAccumulatedDeficit_B7D8C5B3AA1B42EFCCFB07876E8FC79A" 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_AccumulatedOtherComprehensiveIncomeLossNetOfTax" xlink:label="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_94E506BAEA8A80A1708F07876E8FE795" xlink:type="locator" />
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