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<!--XBRL Document Created with Wdesk from Workiva-->
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<link:linkbase xsi:schemaLocation="http://www.xbrl.org/2003/linkbase http://www.xbrl.org/2003/xbrl-linkbase-2003-12-31.xsd" xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedPeriodStartLabel" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedPeriodStartLabel" xlink:type="simple" />
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/netLabel" xlink:href="http://www.xbrl.org/lrr/role/net-2009-12-16.xsd#netLabel" xlink:type="simple" />
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedNetLabel" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedNetLabel" xlink:type="simple" />
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedTerseLabel" xlink:type="simple" />
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedPeriodEndLabel" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedPeriodEndLabel" xlink:type="simple" />
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedLabel" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedLabel" xlink:type="simple" />
  <link:roleRef roleURI="http://www.xbrl.org/2009/role/negatedTotalLabel" xlink:href="http://www.xbrl.org/lrr/role/negated-2009-12-16.xsd#negatedTotalLabel" xlink:type="simple" />
  <link:labelLink xlink:role="http://www.xbrl.org/2003/role/link" xlink:type="extended">
    <link:label id="lab_schl_ScheduleOfAccruedExpensesAbstract_521EA2A6C543FD3052943146A546E144_label_en-US" xlink:label="lab_schl_ScheduleOfAccruedExpensesAbstract_521EA2A6C543FD3052943146A546E144" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of accrued expenses [Abstract]</link:label>
    <link:label id="lab_schl_ScheduleOfAccruedExpensesAbstract_521EA2A6C543FD3052943146A546E144_documentation_en-US" xlink:label="lab_schl_ScheduleOfAccruedExpensesAbstract_521EA2A6C543FD3052943146A546E144" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">-- None. No documentation exists for this element. --</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_ScheduleOfAccruedExpensesAbstract" xlink:label="loc_schl_ScheduleOfAccruedExpensesAbstract_521EA2A6C543FD3052943146A546E144" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_schl_ScheduleOfAccruedExpensesAbstract_521EA2A6C543FD3052943146A546E144" xlink:to="lab_schl_ScheduleOfAccruedExpensesAbstract_521EA2A6C543FD3052943146A546E144" xlink:type="arc" />
    <link:label id="lab_schl_AccruedPayrollAndPayrollTaxesAndbenefitsCurrent_46A1582623CDD847837B3146A5471F10_terseLabel_en-US" xlink:label="lab_schl_AccruedPayrollAndPayrollTaxesAndbenefitsCurrent_46A1582623CDD847837B3146A5471F10" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accrued payroll, payroll taxes and benefits</link:label>
    <link:label id="lab_schl_AccruedPayrollAndPayrollTaxesAndbenefitsCurrent_46A1582623CDD847837B3146A5471F10_label_en-US" xlink:label="lab_schl_AccruedPayrollAndPayrollTaxesAndbenefitsCurrent_46A1582623CDD847837B3146A5471F10" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accrued payroll, payroll taxes and benefits</link:label>
    <link:label id="lab_schl_AccruedPayrollAndPayrollTaxesAndbenefitsCurrent_46A1582623CDD847837B3146A5471F10_documentation_en-US" xlink:label="lab_schl_AccruedPayrollAndPayrollTaxesAndbenefitsCurrent_46A1582623CDD847837B3146A5471F10" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Carrying value as of the balance sheet date of payroll and payroll taxes and benefits (due within one year or within the normal operating cycle if longer).</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_AccruedPayrollAndPayrollTaxesAndbenefitsCurrent" xlink:label="loc_schl_AccruedPayrollAndPayrollTaxesAndbenefitsCurrent_46A1582623CDD847837B3146A5471F10" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_schl_AccruedPayrollAndPayrollTaxesAndbenefitsCurrent_46A1582623CDD847837B3146A5471F10" xlink:to="lab_schl_AccruedPayrollAndPayrollTaxesAndbenefitsCurrent_46A1582623CDD847837B3146A5471F10" xlink:type="arc" />
    <link:label id="lab_schl_AccruedBonusAndCommissions_9B2F3FF557AA63E060663146A5479E94_terseLabel_en-US" xlink:label="lab_schl_AccruedBonusAndCommissions_9B2F3FF557AA63E060663146A5479E94" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accrued bonus and commissions</link:label>
    <link:label id="lab_schl_AccruedBonusAndCommissions_9B2F3FF557AA63E060663146A5479E94_label_en-US" xlink:label="lab_schl_AccruedBonusAndCommissions_9B2F3FF557AA63E060663146A5479E94" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accrued bonus and commissions</link:label>
    <link:label id="lab_schl_AccruedBonusAndCommissions_9B2F3FF557AA63E060663146A5479E94_documentation_en-US" xlink:label="lab_schl_AccruedBonusAndCommissions_9B2F3FF557AA63E060663146A5479E94" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Carrying value as of the balance sheet date of obligations incurred and payable for bonuses and commissions awarded to employees and directors or earned by them based on the terms of one or more relevant arrangements. Used to reflect the current portion of the liabilities (due within one year or within the normal operating cycle if longer).</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_AccruedBonusAndCommissions" xlink:label="loc_schl_AccruedBonusAndCommissions_9B2F3FF557AA63E060663146A5479E94" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_schl_AccruedBonusAndCommissions_9B2F3FF557AA63E060663146A5479E94" xlink:to="lab_schl_AccruedBonusAndCommissions_9B2F3FF557AA63E060663146A5479E94" xlink:type="arc" />
    <link:label id="lab_us-gaap_ContractWithCustomerRefundLiabilityCurrent_F5FDDFC8A32FC97838203159B932131E_terseLabel_en-US" xlink:label="lab_us-gaap_ContractWithCustomerRefundLiabilityCurrent_F5FDDFC8A32FC97838203159B932131E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Returns liability</link:label>
    <link:label id="lab_us-gaap_ContractWithCustomerRefundLiabilityCurrent_F5FDDFC8A32FC97838203159B932131E_label_en-US" xlink:label="lab_us-gaap_ContractWithCustomerRefundLiabilityCurrent_F5FDDFC8A32FC97838203159B932131E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Contract with Customer, Refund Liability, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ContractWithCustomerRefundLiabilityCurrent" xlink:label="loc_us-gaap_ContractWithCustomerRefundLiabilityCurrent_F5FDDFC8A32FC97838203159B932131E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ContractWithCustomerRefundLiabilityCurrent_F5FDDFC8A32FC97838203159B932131E" xlink:to="lab_us-gaap_ContractWithCustomerRefundLiabilityCurrent_F5FDDFC8A32FC97838203159B932131E" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccrualForTaxesOtherThanIncomeTaxesCurrent_B9EF0E9CEB99384D43853146A54993C8_terseLabel_en-US" xlink:label="lab_us-gaap_AccrualForTaxesOtherThanIncomeTaxesCurrent_B9EF0E9CEB99384D43853146A54993C8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accrued other taxes</link:label>
    <link:label id="lab_us-gaap_AccrualForTaxesOtherThanIncomeTaxesCurrent_B9EF0E9CEB99384D43853146A54993C8_label_en-US" xlink:label="lab_us-gaap_AccrualForTaxesOtherThanIncomeTaxesCurrent_B9EF0E9CEB99384D43853146A54993C8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accrual for Taxes Other than Income Taxes, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccrualForTaxesOtherThanIncomeTaxesCurrent" xlink:label="loc_us-gaap_AccrualForTaxesOtherThanIncomeTaxesCurrent_B9EF0E9CEB99384D43853146A54993C8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccrualForTaxesOtherThanIncomeTaxesCurrent_B9EF0E9CEB99384D43853146A54993C8" xlink:to="lab_us-gaap_AccrualForTaxesOtherThanIncomeTaxesCurrent_B9EF0E9CEB99384D43853146A54993C8" xlink:type="arc" />
    <link:label id="lab_schl_AccruedAdvertisingAndPromotions_54C07A8413DC16686B373146A54940ED_terseLabel_en-US" xlink:label="lab_schl_AccruedAdvertisingAndPromotions_54C07A8413DC16686B373146A54940ED" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accrued advertising and promotions</link:label>
    <link:label id="lab_schl_AccruedAdvertisingAndPromotions_54C07A8413DC16686B373146A54940ED_label_en-US" xlink:label="lab_schl_AccruedAdvertisingAndPromotions_54C07A8413DC16686B373146A54940ED" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accrued advertising and promotions</link:label>
    <link:label id="lab_schl_AccruedAdvertisingAndPromotions_54C07A8413DC16686B373146A54940ED_documentation_en-US" xlink:label="lab_schl_AccruedAdvertisingAndPromotions_54C07A8413DC16686B373146A54940ED" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Carrying value as of the balance sheet date of accrued advertising and promotions (due within one year or within the normal operating cycle if longer).</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_AccruedAdvertisingAndPromotions" xlink:label="loc_schl_AccruedAdvertisingAndPromotions_54C07A8413DC16686B373146A54940ED" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_schl_AccruedAdvertisingAndPromotions_54C07A8413DC16686B373146A54940ED" xlink:to="lab_schl_AccruedAdvertisingAndPromotions_54C07A8413DC16686B373146A54940ED" xlink:type="arc" />
    <link:label id="lab_us-gaap_AccruedInsuranceCurrent_765186BD84D4B80585823146A54906E6_terseLabel_en-US" xlink:label="lab_us-gaap_AccruedInsuranceCurrent_765186BD84D4B80585823146A54906E6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accrued insurance</link:label>
    <link:label id="lab_us-gaap_AccruedInsuranceCurrent_765186BD84D4B80585823146A54906E6_label_en-US" xlink:label="lab_us-gaap_AccruedInsuranceCurrent_765186BD84D4B80585823146A54906E6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accrued Insurance, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccruedInsuranceCurrent" xlink:label="loc_us-gaap_AccruedInsuranceCurrent_765186BD84D4B80585823146A54906E6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AccruedInsuranceCurrent_765186BD84D4B80585823146A54906E6" xlink:to="lab_us-gaap_AccruedInsuranceCurrent_765186BD84D4B80585823146A54906E6" xlink:type="arc" />
    <link:label id="lab_schl_AccruedExpensesOther_89A62E05AF411B5A27043146A54AC6A2_terseLabel_en-US" xlink:label="lab_schl_AccruedExpensesOther_89A62E05AF411B5A27043146A54AC6A2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other accrued expenses</link:label>
    <link:label id="lab_schl_AccruedExpensesOther_89A62E05AF411B5A27043146A54AC6A2_label_en-US" xlink:label="lab_schl_AccruedExpensesOther_89A62E05AF411B5A27043146A54AC6A2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other accrued expenses</link:label>
    <link:label id="lab_schl_AccruedExpensesOther_89A62E05AF411B5A27043146A54AC6A2_documentation_en-US" xlink:label="lab_schl_AccruedExpensesOther_89A62E05AF411B5A27043146A54AC6A2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Carrying value as of the balance sheet date of other accrued expenses (due within one year or within the normal operating cycle if longer).</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_AccruedExpensesOther" xlink:label="loc_schl_AccruedExpensesOther_89A62E05AF411B5A27043146A54AC6A2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_schl_AccruedExpensesOther_89A62E05AF411B5A27043146A54AC6A2" xlink:to="lab_schl_AccruedExpensesOther_89A62E05AF411B5A27043146A54AC6A2" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherAccruedLiabilitiesCurrent_260A81E3D78103710B043146A54A5825_totalLabel_en-US" xlink:label="lab_us-gaap_OtherAccruedLiabilitiesCurrent_260A81E3D78103710B043146A54A5825" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total accrued expenses</link:label>
    <link:label id="lab_us-gaap_OtherAccruedLiabilitiesCurrent_260A81E3D78103710B043146A54A5825_label_en-US" xlink:label="lab_us-gaap_OtherAccruedLiabilitiesCurrent_260A81E3D78103710B043146A54A5825" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Accrued Liabilities, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherAccruedLiabilitiesCurrent" xlink:label="loc_us-gaap_OtherAccruedLiabilitiesCurrent_260A81E3D78103710B043146A54A5825" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherAccruedLiabilitiesCurrent_260A81E3D78103710B043146A54A5825" xlink:to="lab_us-gaap_OtherAccruedLiabilitiesCurrent_260A81E3D78103710B043146A54A5825" xlink:type="arc" />
    <link:label id="lab_schl_OtherAccruedExpensesDisclosureTextBlockAbstract_B45CF63F6FAD34E4B2F411C699E79035_label_en-US" xlink:label="lab_schl_OtherAccruedExpensesDisclosureTextBlockAbstract_B45CF63F6FAD34E4B2F411C699E79035" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Accrued Expenses Disclosure [Abstract]</link:label>
    <link:label id="lab_schl_OtherAccruedExpensesDisclosureTextBlockAbstract_B45CF63F6FAD34E4B2F411C699E79035_documentation_en-US" xlink:label="lab_schl_OtherAccruedExpensesDisclosureTextBlockAbstract_B45CF63F6FAD34E4B2F411C699E79035" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">-- None. No documentation exists for this element. --</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_OtherAccruedExpensesDisclosureTextBlockAbstract" xlink:label="loc_schl_OtherAccruedExpensesDisclosureTextBlockAbstract_B45CF63F6FAD34E4B2F411C699E79035" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_schl_OtherAccruedExpensesDisclosureTextBlockAbstract_B45CF63F6FAD34E4B2F411C699E79035" xlink:to="lab_schl_OtherAccruedExpensesDisclosureTextBlockAbstract_B45CF63F6FAD34E4B2F411C699E79035" xlink:type="arc" />
    <link:label id="lab_us-gaap_OtherCurrentLiabilitiesTableTextBlock_BBFCF30F5B5BDF7C17D011C699E786F1_terseLabel_en-US" xlink:label="lab_us-gaap_OtherCurrentLiabilitiesTableTextBlock_BBFCF30F5B5BDF7C17D011C699E786F1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Other Accrued Expenses</link:label>
    <link:label id="lab_us-gaap_OtherCurrentLiabilitiesTableTextBlock_BBFCF30F5B5BDF7C17D011C699E786F1_label_en-US" xlink:label="lab_us-gaap_OtherCurrentLiabilitiesTableTextBlock_BBFCF30F5B5BDF7C17D011C699E786F1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Current Liabilities [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherCurrentLiabilitiesTableTextBlock" xlink:label="loc_us-gaap_OtherCurrentLiabilitiesTableTextBlock_BBFCF30F5B5BDF7C17D011C699E786F1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherCurrentLiabilitiesTableTextBlock_BBFCF30F5B5BDF7C17D011C699E786F1" xlink:to="lab_us-gaap_OtherCurrentLiabilitiesTableTextBlock_BBFCF30F5B5BDF7C17D011C699E786F1" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementOfFinancialPositionAbstract_850D42200B978806F12911C6995676B7_label_en-US" xlink:label="lab_us-gaap_StatementOfFinancialPositionAbstract_850D42200B978806F12911C6995676B7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statement of Financial Position [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementOfFinancialPositionAbstract" xlink:label="loc_us-gaap_StatementOfFinancialPositionAbstract_850D42200B978806F12911C6995676B7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementOfFinancialPositionAbstract_850D42200B978806F12911C6995676B7" xlink:to="lab_us-gaap_StatementOfFinancialPositionAbstract_850D42200B978806F12911C6995676B7" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementTable_C1FB001D20C2EB64DB3811C69956B495_terseLabel_en-US" xlink:label="lab_us-gaap_StatementTable_C1FB001D20C2EB64DB3811C69956B495" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Statement [Table]</link:label>
    <link:label id="lab_us-gaap_StatementTable_C1FB001D20C2EB64DB3811C69956B495_label_en-US" xlink:label="lab_us-gaap_StatementTable_C1FB001D20C2EB64DB3811C69956B495" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statement [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementTable" xlink:label="loc_us-gaap_StatementTable_C1FB001D20C2EB64DB3811C69956B495" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementTable_C1FB001D20C2EB64DB3811C69956B495" xlink:to="lab_us-gaap_StatementTable_C1FB001D20C2EB64DB3811C69956B495" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementClassOfStockAxis_E5E03486C7BCC7CB13B811C6995672C0_terseLabel_en-US" xlink:label="lab_us-gaap_StatementClassOfStockAxis_E5E03486C7BCC7CB13B811C6995672C0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Class of Stock [Axis]</link:label>
    <link:label id="lab_us-gaap_StatementClassOfStockAxis_E5E03486C7BCC7CB13B811C6995672C0_label_en-US" xlink:label="lab_us-gaap_StatementClassOfStockAxis_E5E03486C7BCC7CB13B811C6995672C0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Class of Stock [Axis]</link:label>
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    <link:label id="lab_us-gaap_ScheduleOfNetBenefitCostsTableTextBlock_B6E31881BA35A59F173411C69A114FE9_label_en-US" xlink:label="lab_us-gaap_ScheduleOfNetBenefitCostsTableTextBlock_B6E31881BA35A59F173411C69A114FE9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Net Benefit Costs [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfNetBenefitCostsTableTextBlock" xlink:label="loc_us-gaap_ScheduleOfNetBenefitCostsTableTextBlock_B6E31881BA35A59F173411C69A114FE9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleOfNetBenefitCostsTableTextBlock_B6E31881BA35A59F173411C69A114FE9" xlink:to="lab_us-gaap_ScheduleOfNetBenefitCostsTableTextBlock_B6E31881BA35A59F173411C69A114FE9" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementOfCashFlowsAbstract_6E34676C4E4D4F2C4ADF365A89B846C3_label_en-US" xlink:label="lab_us-gaap_StatementOfCashFlowsAbstract_6E34676C4E4D4F2C4ADF365A89B846C3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statement of Cash Flows [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementOfCashFlowsAbstract" xlink:label="loc_us-gaap_StatementOfCashFlowsAbstract_6E34676C4E4D4F2C4ADF365A89B846C3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementOfCashFlowsAbstract_6E34676C4E4D4F2C4ADF365A89B846C3" xlink:to="lab_us-gaap_StatementOfCashFlowsAbstract_6E34676C4E4D4F2C4ADF365A89B846C3" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperationsAbstract_F7B869993D6657EBAE83365A89B8D633_terseLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperationsAbstract_F7B869993D6657EBAE83365A89B8D633" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash flows - operating activities:</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperationsAbstract_F7B869993D6657EBAE83365A89B8D633_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperationsAbstract_F7B869993D6657EBAE83365A89B8D633" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Operating Activities, Continuing Operations [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperationsAbstract" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperationsAbstract_F7B869993D6657EBAE83365A89B8D633" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperationsAbstract_F7B869993D6657EBAE83365A89B8D633" xlink:to="lab_us-gaap_NetCashProvidedByUsedInOperatingActivitiesContinuingOperationsAbstract_F7B869993D6657EBAE83365A89B8D633" xlink:type="arc" />
    <link:label id="lab_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_F839901254844ED8B45E365A89B8E582_terseLabel_en-US" xlink:label="lab_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_F839901254844ED8B45E365A89B8E582" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adjustments to reconcile Net income (loss) to net cash provided by (used in) operating activities:</link:label>
    <link:label id="lab_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_F839901254844ED8B45E365A89B8E582_label_en-US" xlink:label="lab_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_F839901254844ED8B45E365A89B8E582" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adjustments to Reconcile Net Income (Loss) to Cash Provided by (Used in) Operating Activities [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract" xlink:label="loc_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_F839901254844ED8B45E365A89B8E582" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_F839901254844ED8B45E365A89B8E582" xlink:to="lab_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract_F839901254844ED8B45E365A89B8E582" xlink:type="arc" />
    <link:label id="lab_us-gaap_InventoryWriteDown_ED7A01E94AAFF7C9E5F7365A89B8CDC3_terseLabel_en-US" xlink:label="lab_us-gaap_InventoryWriteDown_ED7A01E94AAFF7C9E5F7365A89B8CDC3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Provision for losses on inventory</link:label>
    <link:label id="lab_us-gaap_InventoryWriteDown_ED7A01E94AAFF7C9E5F7365A89B8CDC3_label_en-US" xlink:label="lab_us-gaap_InventoryWriteDown_ED7A01E94AAFF7C9E5F7365A89B8CDC3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Inventory Write-down</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InventoryWriteDown" xlink:label="loc_us-gaap_InventoryWriteDown_ED7A01E94AAFF7C9E5F7365A89B8CDC3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InventoryWriteDown_ED7A01E94AAFF7C9E5F7365A89B8CDC3" xlink:to="lab_us-gaap_InventoryWriteDown_ED7A01E94AAFF7C9E5F7365A89B8CDC3" xlink:type="arc" />
    <link:label id="lab_schl_ProvisionForLossesOnRoyalty_3B9803F8EFC2BBF3A678365A89B88CC7_terseLabel_en-US" xlink:label="lab_schl_ProvisionForLossesOnRoyalty_3B9803F8EFC2BBF3A678365A89B88CC7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Provision for losses on royalty advances</link:label>
    <link:label id="lab_schl_ProvisionForLossesOnRoyalty_3B9803F8EFC2BBF3A678365A89B88CC7_label_en-US" xlink:label="lab_schl_ProvisionForLossesOnRoyalty_3B9803F8EFC2BBF3A678365A89B88CC7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">ProvisionForLossesOnRoyalty</link:label>
    <link:label id="lab_schl_ProvisionForLossesOnRoyalty_3B9803F8EFC2BBF3A678365A89B88CC7_documentation_en-US" xlink:label="lab_schl_ProvisionForLossesOnRoyalty_3B9803F8EFC2BBF3A678365A89B88CC7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The provision charged to earnings in the period, the offset to which is either added to or deducted from the allowance account, for the purpose of reducing royalty advances</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_ProvisionForLossesOnRoyalty" xlink:label="loc_schl_ProvisionForLossesOnRoyalty_3B9803F8EFC2BBF3A678365A89B88CC7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_schl_ProvisionForLossesOnRoyalty_3B9803F8EFC2BBF3A678365A89B88CC7" xlink:to="lab_schl_ProvisionForLossesOnRoyalty_3B9803F8EFC2BBF3A678365A89B88CC7" xlink:type="arc" />
    <link:label id="lab_schl_AmortizationOfPrepublicationAndProductionCosts_49F21CFED98DF769D0C5365A89B8BEF5_terseLabel_en-US" xlink:label="lab_schl_AmortizationOfPrepublicationAndProductionCosts_49F21CFED98DF769D0C5365A89B8BEF5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amortization of prepublication and production costs</link:label>
    <link:label id="lab_schl_AmortizationOfPrepublicationAndProductionCosts_49F21CFED98DF769D0C5365A89B8BEF5_label_en-US" xlink:label="lab_schl_AmortizationOfPrepublicationAndProductionCosts_49F21CFED98DF769D0C5365A89B8BEF5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Amortization of prepublication and production costs</link:label>
    <link:label id="lab_schl_AmortizationOfPrepublicationAndProductionCosts_49F21CFED98DF769D0C5365A89B8BEF5_documentation_en-US" xlink:label="lab_schl_AmortizationOfPrepublicationAndProductionCosts_49F21CFED98DF769D0C5365A89B8BEF5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">This element represents the amortization of Prepublication costs and production costs based on expected future revenues or earning of related revenues in future.</link:label>
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    <link:label id="lab_schl_DepreciationAndAmortizationIncludingLeaseAmortization_AC5E54346FB4867FAF20365A89B84E07_terseLabel_en-US" xlink:label="lab_schl_DepreciationAndAmortizationIncludingLeaseAmortization_AC5E54346FB4867FAF20365A89B84E07" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Depreciation and amortization</link:label>
    <link:label id="lab_schl_DepreciationAndAmortizationIncludingLeaseAmortization_AC5E54346FB4867FAF20365A89B84E07_label_en-US" xlink:label="lab_schl_DepreciationAndAmortizationIncludingLeaseAmortization_AC5E54346FB4867FAF20365A89B84E07" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">DepreciationAndAmortizationIncludingLeaseAmortization</link:label>
    <link:label id="lab_schl_DepreciationAndAmortizationIncludingLeaseAmortization_AC5E54346FB4867FAF20365A89B84E07_documentation_en-US" xlink:label="lab_schl_DepreciationAndAmortizationIncludingLeaseAmortization_AC5E54346FB4867FAF20365A89B84E07" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The current period expense charged against earnings on long-lived, physical assets not used in production, and which are not intended for resale, to allocate or recognize the cost of such assets over their useful lives, including lease amortization; or to record the reduction in book value of an intangible asset over the benefit period of such asset; or to reflect consumption during the period of an asset that is not used in production.</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_DepreciationAndAmortizationIncludingLeaseAmortization" xlink:label="loc_schl_DepreciationAndAmortizationIncludingLeaseAmortization_AC5E54346FB4867FAF20365A89B84E07" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_2D0B547D49FF085E7066365A89B8ED13_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_2D0B547D49FF085E7066365A89B8ED13" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Amortization of pension and postretirement actuarial gains and losses</link:label>
    <link:label id="lab_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_2D0B547D49FF085E7066365A89B8ED13_label_en-US" xlink:label="lab_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_2D0B547D49FF085E7066365A89B8ED13" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Defined Benefit Plan, Amortization of Gain (Loss)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses" xlink:label="loc_us-gaap_DefinedBenefitPlanAmortizationOfGainsLosses_2D0B547D49FF085E7066365A89B8ED13" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DeferredIncomeTaxesAndTaxCredits_1F559A6EDB9EBBE2500E365A89B8DE59_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredIncomeTaxesAndTaxCredits_1F559A6EDB9EBBE2500E365A89B8DE59" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred income taxes</link:label>
    <link:label id="lab_us-gaap_DeferredIncomeTaxesAndTaxCredits_1F559A6EDB9EBBE2500E365A89B8DE59_label_en-US" xlink:label="lab_us-gaap_DeferredIncomeTaxesAndTaxCredits_1F559A6EDB9EBBE2500E365A89B8DE59" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Deferred Income Taxes and Tax Credits</link:label>
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    <link:label id="lab_us-gaap_ShareBasedCompensation_03FC57DFAACB272968C8365A89B8EE02_terseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensation_03FC57DFAACB272968C8365A89B8EE02" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Stock-based compensation</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensation_03FC57DFAACB272968C8365A89B8EE02_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensation_03FC57DFAACB272968C8365A89B8EE02" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation</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_ShareBasedCompensation_03FC57DFAACB272968C8365A89B8EE02" xlink:to="lab_us-gaap_ShareBasedCompensation_03FC57DFAACB272968C8365A89B8EE02" xlink:type="arc" />
    <link:label id="lab_schl_NonCashNetGainOnEquityInvestments_B0B79D93F06631F7A1E9365A89B84F42_negatedLabel_en-US" xlink:label="lab_schl_NonCashNetGainOnEquityInvestments_B0B79D93F06631F7A1E9365A89B84F42" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Income from equity investments</link:label>
    <link:label id="lab_schl_NonCashNetGainOnEquityInvestments_B0B79D93F06631F7A1E9365A89B84F42_label_en-US" xlink:label="lab_schl_NonCashNetGainOnEquityInvestments_B0B79D93F06631F7A1E9365A89B84F42" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">NonCashNetGainOnEquityInvestments</link:label>
    <link:label id="lab_schl_NonCashNetGainOnEquityInvestments_B0B79D93F06631F7A1E9365A89B84F42_documentation_en-US" xlink:label="lab_schl_NonCashNetGainOnEquityInvestments_B0B79D93F06631F7A1E9365A89B84F42" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The net gain on equity investments</link:label>
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    <link:label id="lab_us-gaap_AssetImpairmentCharges_27A412A9F881C0D225F6365A89B85F0A_terseLabel_en-US" xlink:label="lab_us-gaap_AssetImpairmentCharges_27A412A9F881C0D225F6365A89B85F0A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Write off related to asset impairments</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets" xlink:label="loc_us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets_E766304106B249FDF6AD365A89B8AAE8" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncreaseDecreaseInDeferredCharges" xlink:label="loc_us-gaap_IncreaseDecreaseInDeferredCharges_C95CCF61455FB2C63EB0365A89B89941" xlink:type="locator" />
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    <link:label id="lab_schl_IncreaseDecreaseInRoyaltyAdvances_D401B90037E58B705A40365A89B8C1AC_negatedLabel_en-US" xlink:label="lab_schl_IncreaseDecreaseInRoyaltyAdvances_D401B90037E58B705A40365A89B8C1AC" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Royalty advances</link:label>
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    <link:label id="lab_schl_IncreaseDecreaseInRoyaltyAdvances_D401B90037E58B705A40365A89B8C1AC_documentation_en-US" xlink:label="lab_schl_IncreaseDecreaseInRoyaltyAdvances_D401B90037E58B705A40365A89B8C1AC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The net change during the reporting period in the amount of royalty advances which are capitalized net of allowance for reserves.</link:label>
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    <link:label id="lab_us-gaap_IncreaseDecreaseInAccountsPayable_13459A8A447AA171B1EA365A89B8F86E_terseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInAccountsPayable_13459A8A447AA171B1EA365A89B8F86E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accounts payable</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncreaseDecreaseInAccountsPayable" xlink:label="loc_us-gaap_IncreaseDecreaseInAccountsPayable_13459A8A447AA171B1EA365A89B8F86E" xlink:type="locator" />
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    <link:label id="lab_schl_IncreaseDecreaseInOtherAccruedExpenses_863DFCB10EA82ED0296D365A89B8808D_terseLabel_en-US" xlink:label="lab_schl_IncreaseDecreaseInOtherAccruedExpenses_863DFCB10EA82ED0296D365A89B8808D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other accrued expenses</link:label>
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    <link:label id="lab_us-gaap_OtherNoncashIncomeExpense_F7A192CB6F5790AF0157365A89B89808_negatedLabel_en-US" xlink:label="lab_us-gaap_OtherNoncashIncomeExpense_F7A192CB6F5790AF0157365A89B89808" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Other, net</link:label>
    <link:label id="lab_us-gaap_OtherNoncashIncomeExpense_F7A192CB6F5790AF0157365A89B89808_label_en-US" xlink:label="lab_us-gaap_OtherNoncashIncomeExpense_F7A192CB6F5790AF0157365A89B89808" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Noncash Income (Expense)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherNoncashIncomeExpense" xlink:label="loc_us-gaap_OtherNoncashIncomeExpense_F7A192CB6F5790AF0157365A89B89808" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherNoncashIncomeExpense_F7A192CB6F5790AF0157365A89B89808" xlink:to="lab_us-gaap_OtherNoncashIncomeExpense_F7A192CB6F5790AF0157365A89B89808" xlink:type="arc" />
    <link:label id="lab_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivities_B5C317F8A076807730F6365A89B8E776_totalLabel_en-US" xlink:label="lab_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivities_B5C317F8A076807730F6365A89B8E776" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total adjustments</link:label>
    <link:label id="lab_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivities_B5C317F8A076807730F6365A89B8E776_label_en-US" xlink:label="lab_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivities_B5C317F8A076807730F6365A89B8E776" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adjustments to Reconcile Net Income (Loss) to Cash Provided by (Used in) Operating Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivities" xlink:label="loc_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivities_B5C317F8A076807730F6365A89B8E776" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivities_B5C317F8A076807730F6365A89B8E776" xlink:to="lab_us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivities_B5C317F8A076807730F6365A89B8E776" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_A831623677E7D3642656365A89B85508_totalLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_A831623677E7D3642656365A89B85508" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net cash provided by (used in) operating activities</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_A831623677E7D3642656365A89B85508_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_A831623677E7D3642656365A89B85508" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Operating Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivities" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_A831623677E7D3642656365A89B85508" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_A831623677E7D3642656365A89B85508" xlink:to="lab_us-gaap_NetCashProvidedByUsedInOperatingActivities_A831623677E7D3642656365A89B85508" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_F268C9EAA1EFAD7345F9365A89B8AD0B_terseLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_F268C9EAA1EFAD7345F9365A89B8AD0B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash flows - investing activities:</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_F268C9EAA1EFAD7345F9365A89B8AD0B_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_F268C9EAA1EFAD7345F9365A89B8AD0B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Investing Activities [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract" xlink:label="loc_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_F268C9EAA1EFAD7345F9365A89B8AD0B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_F268C9EAA1EFAD7345F9365A89B8AD0B" xlink:to="lab_us-gaap_NetCashProvidedByUsedInInvestingActivitiesAbstract_F268C9EAA1EFAD7345F9365A89B8AD0B" xlink:type="arc" />
    <link:label id="lab_schl_PrepublicationAndProductionExpenditures_23140CB9A6F90D5D20EE365A89B84BE2_negatedLabel_en-US" xlink:label="lab_schl_PrepublicationAndProductionExpenditures_23140CB9A6F90D5D20EE365A89B84BE2" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Prepublication and production expenditures</link:label>
    <link:label id="lab_schl_PrepublicationAndProductionExpenditures_23140CB9A6F90D5D20EE365A89B84BE2_label_en-US" xlink:label="lab_schl_PrepublicationAndProductionExpenditures_23140CB9A6F90D5D20EE365A89B84BE2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Prepublication And Production Expenditures</link:label>
    <link:label id="lab_schl_PrepublicationAndProductionExpenditures_23140CB9A6F90D5D20EE365A89B84BE2_documentation_en-US" xlink:label="lab_schl_PrepublicationAndProductionExpenditures_23140CB9A6F90D5D20EE365A89B84BE2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Prepublication And Production Expenditures</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_PrepublicationAndProductionExpenditures" xlink:label="loc_schl_PrepublicationAndProductionExpenditures_23140CB9A6F90D5D20EE365A89B84BE2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_schl_PrepublicationAndProductionExpenditures_23140CB9A6F90D5D20EE365A89B84BE2" xlink:to="lab_schl_PrepublicationAndProductionExpenditures_23140CB9A6F90D5D20EE365A89B84BE2" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_7804AF4D531BEFB71AAC365A89B86E0D_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_7804AF4D531BEFB71AAC365A89B86E0D" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Additions to property, plant and equipment</link:label>
    <link:label id="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_7804AF4D531BEFB71AAC365A89B86E0D_label_en-US" xlink:label="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_7804AF4D531BEFB71AAC365A89B86E0D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments to Acquire Property, Plant, and Equipment</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsToAcquirePropertyPlantAndEquipment" xlink:label="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_7804AF4D531BEFB71AAC365A89B86E0D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_7804AF4D531BEFB71AAC365A89B86E0D" xlink:to="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_7804AF4D531BEFB71AAC365A89B86E0D" xlink:type="arc" />
    <link:label id="lab_us-gaap_PaymentsToAcquireBusinessesNetOfCashAcquired_C17603F6F2BBB5873061365A89C7C8CD_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireBusinessesNetOfCashAcquired_C17603F6F2BBB5873061365A89C7C8CD" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Other investment and acquisition related payments</link:label>
    <link:label id="lab_us-gaap_PaymentsToAcquireBusinessesNetOfCashAcquired_C17603F6F2BBB5873061365A89C7C8CD_label_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireBusinessesNetOfCashAcquired_C17603F6F2BBB5873061365A89C7C8CD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments to Acquire Businesses, Net of Cash Acquired</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsToAcquireBusinessesNetOfCashAcquired" xlink:label="loc_us-gaap_PaymentsToAcquireBusinessesNetOfCashAcquired_C17603F6F2BBB5873061365A89C7C8CD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToAcquireBusinessesNetOfCashAcquired_C17603F6F2BBB5873061365A89C7C8CD" xlink:to="lab_us-gaap_PaymentsToAcquireBusinessesNetOfCashAcquired_C17603F6F2BBB5873061365A89C7C8CD" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_B9226FEADDBBEBB90435365A89C73623_totalLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_B9226FEADDBBEBB90435365A89C73623" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net cash provided by (used in) investing activities</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_B9226FEADDBBEBB90435365A89C73623_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_B9226FEADDBBEBB90435365A89C73623" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Investing Activities</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivities" xlink:label="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_B9226FEADDBBEBB90435365A89C73623" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_B9226FEADDBBEBB90435365A89C73623" xlink:to="lab_us-gaap_NetCashProvidedByUsedInInvestingActivities_B9226FEADDBBEBB90435365A89C73623" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_8DD6A159C638A746A047365A89C7D835_terseLabel_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_8DD6A159C638A746A047365A89C7D835" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash flows - financing activities:</link:label>
    <link:label id="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_8DD6A159C638A746A047365A89C7D835_label_en-US" xlink:label="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_8DD6A159C638A746A047365A89C7D835" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Cash Provided by (Used in) Financing Activities [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract" xlink:label="loc_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_8DD6A159C638A746A047365A89C7D835" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_8DD6A159C638A746A047365A89C7D835" xlink:to="lab_us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_8DD6A159C638A746A047365A89C7D835" xlink:type="arc" />
    <link:label id="lab_us-gaap_ProceedsFromLinesOfCredit_6C7DD59DBD0DC801F4C2365A89C7F11F_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromLinesOfCredit_6C7DD59DBD0DC801F4C2365A89C7F11F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Borrowings under lines of credit</link:label>
    <link:label id="lab_us-gaap_ProceedsFromLinesOfCredit_6C7DD59DBD0DC801F4C2365A89C7F11F_label_en-US" xlink:label="lab_us-gaap_ProceedsFromLinesOfCredit_6C7DD59DBD0DC801F4C2365A89C7F11F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Proceeds from Lines of Credit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromLinesOfCredit" xlink:label="loc_us-gaap_ProceedsFromLinesOfCredit_6C7DD59DBD0DC801F4C2365A89C7F11F" xlink:type="locator" />
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    <link:label id="lab_us-gaap_RepaymentsOfLinesOfCredit_06FAF6CFCA20A5A0CBCF365A89C7FF00_negatedLabel_en-US" xlink:label="lab_us-gaap_RepaymentsOfLinesOfCredit_06FAF6CFCA20A5A0CBCF365A89C7FF00" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Repayments of lines of credit</link:label>
    <link:label id="lab_us-gaap_RepaymentsOfLinesOfCredit_06FAF6CFCA20A5A0CBCF365A89C7FF00_label_en-US" xlink:label="lab_us-gaap_RepaymentsOfLinesOfCredit_06FAF6CFCA20A5A0CBCF365A89C7FF00" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Repayments of Lines of Credit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RepaymentsOfLinesOfCredit" xlink:label="loc_us-gaap_RepaymentsOfLinesOfCredit_06FAF6CFCA20A5A0CBCF365A89C7FF00" xlink:type="locator" />
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    <link:label id="lab_schl_RepaymentsOfCapitalLeaseObligations_D6F77B9F68F9D7B8CA8D365A89C77B3C_negatedLabel_en-US" xlink:label="lab_schl_RepaymentsOfCapitalLeaseObligations_D6F77B9F68F9D7B8CA8D365A89C77B3C" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Repayment of capital lease obligations</link:label>
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    <link:label id="lab_schl_RepaymentsOfCapitalLeaseObligations_D6F77B9F68F9D7B8CA8D365A89C77B3C_documentation_en-US" xlink:label="lab_schl_RepaymentsOfCapitalLeaseObligations_D6F77B9F68F9D7B8CA8D365A89C77B3C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The cash outflow during the period from the repayment of aggregate short-term and long-term payment of capital lease obligations.</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_RepaymentsOfCapitalLeaseObligations" xlink:label="loc_schl_RepaymentsOfCapitalLeaseObligations_D6F77B9F68F9D7B8CA8D365A89C77B3C" xlink:type="locator" />
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    <link:label id="lab_schl_OtherCostMethodInvestmentsMember_41102779BE5622DCCFBC11C699C10990_documentation_en-US" xlink:label="lab_schl_OtherCostMethodInvestmentsMember_41102779BE5622DCCFBC11C699C10990" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Other Cost Method Investments [Member]</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_OtherCostMethodInvestmentsMember" xlink:label="loc_schl_OtherCostMethodInvestmentsMember_41102779BE5622DCCFBC11C699C10990" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_schl_OtherCostMethodInvestmentsMember_41102779BE5622DCCFBC11C699C10990" xlink:to="lab_schl_OtherCostMethodInvestmentsMember_41102779BE5622DCCFBC11C699C10990" xlink:type="arc" />
    <link:label id="lab_schl_InvestmentsDetailsLineItems_7434B51DDB1FEFE4CBCD11C699C13E90_terseLabel_en-US" xlink:label="lab_schl_InvestmentsDetailsLineItems_7434B51DDB1FEFE4CBCD11C699C13E90" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Investments (Details) [Line Items]</link:label>
    <link:label id="lab_schl_InvestmentsDetailsLineItems_7434B51DDB1FEFE4CBCD11C699C13E90_label_en-US" xlink:label="lab_schl_InvestmentsDetailsLineItems_7434B51DDB1FEFE4CBCD11C699C13E90" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investments (Details) [Line Items]</link:label>
    <link:label id="lab_schl_InvestmentsDetailsLineItems_7434B51DDB1FEFE4CBCD11C699C13E90_documentation_en-US" xlink:label="lab_schl_InvestmentsDetailsLineItems_7434B51DDB1FEFE4CBCD11C699C13E90" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">-- None. No documentation exists for this element. --</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_InvestmentsDetailsLineItems" xlink:label="loc_schl_InvestmentsDetailsLineItems_7434B51DDB1FEFE4CBCD11C699C13E90" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_schl_InvestmentsDetailsLineItems_7434B51DDB1FEFE4CBCD11C699C13E90" xlink:to="lab_schl_InvestmentsDetailsLineItems_7434B51DDB1FEFE4CBCD11C699C13E90" xlink:type="arc" />
    <link:label id="lab_us-gaap_InvestmentsInAffiliatesSubsidiariesAssociatesAndJointVentures_A4C05299DAD730C295D311C699C1C915_verboseLabel_en-US" xlink:label="lab_us-gaap_InvestmentsInAffiliatesSubsidiariesAssociatesAndJointVentures_A4C05299DAD730C295D311C699C1C915" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Investments</link:label>
    <link:label id="lab_us-gaap_InvestmentsInAffiliatesSubsidiariesAssociatesAndJointVentures_A4C05299DAD730C295D311C699C1C915_label_en-US" xlink:label="lab_us-gaap_InvestmentsInAffiliatesSubsidiariesAssociatesAndJointVentures_A4C05299DAD730C295D311C699C1C915" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Investments in and Advance to Affiliates, Subsidiaries, Associates, and Joint Ventures</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InvestmentsInAffiliatesSubsidiariesAssociatesAndJointVentures" xlink:label="loc_us-gaap_InvestmentsInAffiliatesSubsidiariesAssociatesAndJointVentures_A4C05299DAD730C295D311C699C1C915" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InvestmentsInAffiliatesSubsidiariesAssociatesAndJointVentures_A4C05299DAD730C295D311C699C1C915" xlink:to="lab_us-gaap_InvestmentsInAffiliatesSubsidiariesAssociatesAndJointVentures_A4C05299DAD730C295D311C699C1C915" xlink:type="arc" />
    <link:label id="lab_us-gaap_BusinessAcquisitionPercentageOfVotingInterestsAcquired_F5795FB383187A1D48CB11C699C11509_terseLabel_en-US" xlink:label="lab_us-gaap_BusinessAcquisitionPercentageOfVotingInterestsAcquired_F5795FB383187A1D48CB11C699C11509" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Percentage of interests acquired</link:label>
    <link:label id="lab_us-gaap_BusinessAcquisitionPercentageOfVotingInterestsAcquired_F5795FB383187A1D48CB11C699C11509_label_en-US" xlink:label="lab_us-gaap_BusinessAcquisitionPercentageOfVotingInterestsAcquired_F5795FB383187A1D48CB11C699C11509" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Business Acquisition, Percentage of Voting Interests Acquired</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BusinessAcquisitionPercentageOfVotingInterestsAcquired" xlink:label="loc_us-gaap_BusinessAcquisitionPercentageOfVotingInterestsAcquired_F5795FB383187A1D48CB11C699C11509" xlink:type="locator" />
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    <link:label id="lab_us-gaap_EquityMethodInvestments_7E414B1F0ADCA421D63211C699C2F5D5_label_en-US" xlink:label="lab_us-gaap_EquityMethodInvestments_7E414B1F0ADCA421D63211C699C2F5D5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity Method Investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquityMethodInvestments" xlink:label="loc_us-gaap_EquityMethodInvestments_7E414B1F0ADCA421D63211C699C2F5D5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EquityMethodInvestments_7E414B1F0ADCA421D63211C699C2F5D5" xlink:to="lab_us-gaap_EquityMethodInvestments_7E414B1F0ADCA421D63211C699C2F5D5" xlink:type="arc" />
    <link:label id="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_5B8990001BC3783400F411C699C2E389_terseLabel_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_5B8990001BC3783400F411C699C2E389" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Equity method ownership percentage</link:label>
    <link:label id="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_5B8990001BC3783400F411C699C2E389_label_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_5B8990001BC3783400F411C699C2E389" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity Method Investment, Ownership Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquityMethodInvestmentOwnershipPercentage" xlink:label="loc_us-gaap_EquityMethodInvestmentOwnershipPercentage_5B8990001BC3783400F411C699C2E389" xlink:type="locator" />
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    <link:label id="lab_us-gaap_IncomeLossFromEquityMethodInvestments_45A45377B3F511A7C79F11C699C2C653_label_en-US" xlink:label="lab_us-gaap_IncomeLossFromEquityMethodInvestments_45A45377B3F511A7C79F11C699C2C653" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income (Loss) from Equity Method Investments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeLossFromEquityMethodInvestments" xlink:label="loc_us-gaap_IncomeLossFromEquityMethodInvestments_45A45377B3F511A7C79F11C699C2C653" xlink:type="locator" />
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    <link:loc xlink:href="schl-20180831.xsd#schl_EducationMember" xlink:label="loc_schl_EducationMember_783687607B9BDBCB2CAA3145E38E6AC5" xlink:type="locator" />
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    <link:label id="lab_schl_InternationalSegmentMember_D4C445B2B25D2C1802413145E38E4D0B_terseLabel_en-US" xlink:label="lab_schl_InternationalSegmentMember_D4C445B2B25D2C1802413145E38E4D0B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">International</link:label>
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    <link:label id="lab_us-gaap_ContractWithCustomerSalesChannelAxis_A1B931AD192147B86F8B3145E38FAE8E_terseLabel_en-US" xlink:label="lab_us-gaap_ContractWithCustomerSalesChannelAxis_A1B931AD192147B86F8B3145E38FAE8E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Contract with Customer, Sales Channel [Axis]</link:label>
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    <link:label id="lab_schl_BookFairsMember_01EB5B372D8D05B770023145E3904CDA_terseLabel_en-US" xlink:label="lab_schl_BookFairsMember_01EB5B372D8D05B770023145E3904CDA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Book Clubs</link:label>
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    <link:loc xlink:href="schl-20180831.xsd#schl_DebtDetailsTable" xlink:label="loc_schl_DebtDetailsTable_D68B0453E1A23FE4BD7311C69A79B380" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LongtermDebtTypeAxis_D74AEB0F4D533349C41A11C69A790A27_terseLabel_en-US" xlink:label="lab_us-gaap_LongtermDebtTypeAxis_D74AEB0F4D533349C41A11C69A790A27" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long-term Debt, Type [Axis]</link:label>
    <link:label id="lab_us-gaap_LongtermDebtTypeAxis_D74AEB0F4D533349C41A11C69A790A27_label_en-US" xlink:label="lab_us-gaap_LongtermDebtTypeAxis_D74AEB0F4D533349C41A11C69A790A27" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongtermDebtTypeAxis" xlink:label="loc_us-gaap_LongtermDebtTypeAxis_D74AEB0F4D533349C41A11C69A790A27" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LongtermDebtTypeDomain_0043A68E6F7AEA7D0B0C11C69A7A39EF_terseLabel_en-US" xlink:label="lab_us-gaap_LongtermDebtTypeDomain_0043A68E6F7AEA7D0B0C11C69A7A39EF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long-term Debt, Type [Domain]</link:label>
    <link:label id="lab_us-gaap_LongtermDebtTypeDomain_0043A68E6F7AEA7D0B0C11C69A7A39EF_label_en-US" xlink:label="lab_us-gaap_LongtermDebtTypeDomain_0043A68E6F7AEA7D0B0C11C69A7A39EF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Type [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongtermDebtTypeDomain" xlink:label="loc_us-gaap_LongtermDebtTypeDomain_0043A68E6F7AEA7D0B0C11C69A7A39EF" xlink:type="locator" />
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    <link:label id="lab_us-gaap_RevolvingCreditFacilityMember_03FB39E30BC823FB52A811C69A7AAD9F_terseLabel_en-US" xlink:label="lab_us-gaap_RevolvingCreditFacilityMember_03FB39E30BC823FB52A811C69A7AAD9F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revolving Credit Facility</link:label>
    <link:label id="lab_us-gaap_RevolvingCreditFacilityMember_03FB39E30BC823FB52A811C69A7AAD9F_label_en-US" xlink:label="lab_us-gaap_RevolvingCreditFacilityMember_03FB39E30BC823FB52A811C69A7AAD9F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revolving Credit Facility [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RevolvingCreditFacilityMember" xlink:label="loc_us-gaap_RevolvingCreditFacilityMember_03FB39E30BC823FB52A811C69A7AAD9F" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ShortTermDebtTypeAxis_89404EF794DAFBD6F37E11C69A7A3234_terseLabel_en-US" xlink:label="lab_us-gaap_ShortTermDebtTypeAxis_89404EF794DAFBD6F37E11C69A7A3234" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Short-term Debt, Type [Axis]</link:label>
    <link:label id="lab_us-gaap_ShortTermDebtTypeAxis_89404EF794DAFBD6F37E11C69A7A3234_label_en-US" xlink:label="lab_us-gaap_ShortTermDebtTypeAxis_89404EF794DAFBD6F37E11C69A7A3234" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-term Debt, Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShortTermDebtTypeAxis" xlink:label="loc_us-gaap_ShortTermDebtTypeAxis_89404EF794DAFBD6F37E11C69A7A3234" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShortTermDebtTypeAxis_89404EF794DAFBD6F37E11C69A7A3234" xlink:to="lab_us-gaap_ShortTermDebtTypeAxis_89404EF794DAFBD6F37E11C69A7A3234" xlink:type="arc" />
    <link:label id="lab_us-gaap_ShortTermDebtTypeDomain_521DEE667E127BEB66E011C69A7A2D41_terseLabel_en-US" xlink:label="lab_us-gaap_ShortTermDebtTypeDomain_521DEE667E127BEB66E011C69A7A2D41" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Short-term Debt, Type [Domain]</link:label>
    <link:label id="lab_us-gaap_ShortTermDebtTypeDomain_521DEE667E127BEB66E011C69A7A2D41_label_en-US" xlink:label="lab_us-gaap_ShortTermDebtTypeDomain_521DEE667E127BEB66E011C69A7A2D41" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-term Debt, Type [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShortTermDebtTypeDomain" xlink:label="loc_us-gaap_ShortTermDebtTypeDomain_521DEE667E127BEB66E011C69A7A2D41" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShortTermDebtTypeDomain_521DEE667E127BEB66E011C69A7A2D41" xlink:to="lab_us-gaap_ShortTermDebtTypeDomain_521DEE667E127BEB66E011C69A7A2D41" xlink:type="arc" />
    <link:label id="lab_us-gaap_UnsecuredDebtMember_ED64093A9C126F5D8F1911C69A7BA4EB_terseLabel_en-US" xlink:label="lab_us-gaap_UnsecuredDebtMember_ED64093A9C126F5D8F1911C69A7BA4EB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unsecured Debt</link:label>
    <link:label id="lab_us-gaap_UnsecuredDebtMember_ED64093A9C126F5D8F1911C69A7BA4EB_label_en-US" xlink:label="lab_us-gaap_UnsecuredDebtMember_ED64093A9C126F5D8F1911C69A7BA4EB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Unsecured Debt [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnsecuredDebtMember" xlink:label="loc_us-gaap_UnsecuredDebtMember_ED64093A9C126F5D8F1911C69A7BA4EB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_UnsecuredDebtMember_ED64093A9C126F5D8F1911C69A7BA4EB" xlink:to="lab_us-gaap_UnsecuredDebtMember_ED64093A9C126F5D8F1911C69A7BA4EB" xlink:type="arc" />
    <link:label id="lab_us-gaap_SecuredDebtMember_6E7D8659947BCF9DDE6E11C69A7BADEC_terseLabel_en-US" xlink:label="lab_us-gaap_SecuredDebtMember_6E7D8659947BCF9DDE6E11C69A7BADEC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Secured Debt</link:label>
    <link:label id="lab_us-gaap_SecuredDebtMember_6E7D8659947BCF9DDE6E11C69A7BADEC_label_en-US" xlink:label="lab_us-gaap_SecuredDebtMember_6E7D8659947BCF9DDE6E11C69A7BADEC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Secured Debt [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SecuredDebtMember" xlink:label="loc_us-gaap_SecuredDebtMember_6E7D8659947BCF9DDE6E11C69A7BADEC" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentAxis_7DD86A5F8DAAD80A4C6111C69A7B6A4B_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentAxis_7DD86A5F8DAAD80A4C6111C69A7B6A4B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument [Axis]</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentAxis_7DD86A5F8DAAD80A4C6111C69A7B6A4B_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentAxis_7DD86A5F8DAAD80A4C6111C69A7B6A4B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument [Axis]</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentNameDomain_9C3EE75BEA91FBF3D83A11C69A7B85DE_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentNameDomain_9C3EE75BEA91FBF3D83A11C69A7B85DE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Name [Domain]</link:label>
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    <link:loc xlink:href="schl-20180831.xsd#schl_LoanAgreementMember" xlink:label="loc_schl_LoanAgreementMember_7217693149F4497F5E1911C69A7C41BF" xlink:type="locator" />
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    <link:loc xlink:href="schl-20180831.xsd#schl_TwoThousandandSevenLoanAgreementMember" xlink:label="loc_schl_TwoThousandandSevenLoanAgreementMember_357DC2CD029DA73D63B811C69A7C1CA4" xlink:type="locator" />
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    <link:label id="lab_us-gaap_VariableRateDomain_0BB2B065B99758CD723411C69A7CC103_label_en-US" xlink:label="lab_us-gaap_VariableRateDomain_0BB2B065B99758CD723411C69A7CC103" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Variable Rate [Domain]</link:label>
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    <link:label id="lab_us-gaap_EurodollarMember_785823879E60F415EF3611C69A7DBF53_terseLabel_en-US" xlink:label="lab_us-gaap_EurodollarMember_785823879E60F415EF3611C69A7DBF53" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Eurodollar</link:label>
    <link:label id="lab_us-gaap_EurodollarMember_785823879E60F415EF3611C69A7DBF53_label_en-US" xlink:label="lab_us-gaap_EurodollarMember_785823879E60F415EF3611C69A7DBF53" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Eurodollar [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EurodollarMember" xlink:label="loc_us-gaap_EurodollarMember_785823879E60F415EF3611C69A7DBF53" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EurodollarMember_785823879E60F415EF3611C69A7DBF53" xlink:to="lab_us-gaap_EurodollarMember_785823879E60F415EF3611C69A7DBF53" xlink:type="arc" />
    <link:label id="lab_us-gaap_BaseRateMember_73DB6EC4E75B6E9C59CE11C69A7D46A1_terseLabel_en-US" xlink:label="lab_us-gaap_BaseRateMember_73DB6EC4E75B6E9C59CE11C69A7D46A1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Base Rate</link:label>
    <link:label id="lab_us-gaap_BaseRateMember_73DB6EC4E75B6E9C59CE11C69A7D46A1_label_en-US" xlink:label="lab_us-gaap_BaseRateMember_73DB6EC4E75B6E9C59CE11C69A7D46A1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Base Rate [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BaseRateMember" xlink:label="loc_us-gaap_BaseRateMember_73DB6EC4E75B6E9C59CE11C69A7D46A1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_BaseRateMember_73DB6EC4E75B6E9C59CE11C69A7D46A1" xlink:to="lab_us-gaap_BaseRateMember_73DB6EC4E75B6E9C59CE11C69A7D46A1" xlink:type="arc" />
    <link:label id="lab_us-gaap_LondonInterbankOfferedRateLIBORMember_CB8E6857CF73AE5DE63A11C69A7DA914_terseLabel_en-US" xlink:label="lab_us-gaap_LondonInterbankOfferedRateLIBORMember_CB8E6857CF73AE5DE63A11C69A7DA914" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">London Interbank Offered Rate (LIBOR)</link:label>
    <link:label id="lab_us-gaap_LondonInterbankOfferedRateLIBORMember_CB8E6857CF73AE5DE63A11C69A7DA914_label_en-US" xlink:label="lab_us-gaap_LondonInterbankOfferedRateLIBORMember_CB8E6857CF73AE5DE63A11C69A7DA914" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">London Interbank Offered Rate (LIBOR) [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LondonInterbankOfferedRateLIBORMember" xlink:label="loc_us-gaap_LondonInterbankOfferedRateLIBORMember_CB8E6857CF73AE5DE63A11C69A7DA914" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LondonInterbankOfferedRateLIBORMember_CB8E6857CF73AE5DE63A11C69A7DA914" xlink:to="lab_us-gaap_LondonInterbankOfferedRateLIBORMember_CB8E6857CF73AE5DE63A11C69A7DA914" xlink:type="arc" />
    <link:label id="lab_us-gaap_CreditFacilityAxis_0C682C703B44C026FF1111C69A7F51F1_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_0C682C703B44C026FF1111C69A7F51F1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Credit Facility [Axis]</link:label>
    <link:label id="lab_us-gaap_CreditFacilityAxis_0C682C703B44C026FF1111C69A7F51F1_label_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_0C682C703B44C026FF1111C69A7F51F1" 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/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CreditFacilityAxis" xlink:label="loc_us-gaap_CreditFacilityAxis_0C682C703B44C026FF1111C69A7F51F1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityAxis_0C682C703B44C026FF1111C69A7F51F1" xlink:to="lab_us-gaap_CreditFacilityAxis_0C682C703B44C026FF1111C69A7F51F1" xlink:type="arc" />
    <link:label id="lab_us-gaap_CreditFacilityDomain_8B2A363259E9281CA83B11C69A7F4E98_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_8B2A363259E9281CA83B11C69A7F4E98" 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_8B2A363259E9281CA83B11C69A7F4E98_label_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_8B2A363259E9281CA83B11C69A7F4E98" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Facility [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CreditFacilityDomain" xlink:label="loc_us-gaap_CreditFacilityDomain_8B2A363259E9281CA83B11C69A7F4E98" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityDomain_8B2A363259E9281CA83B11C69A7F4E98" xlink:to="lab_us-gaap_CreditFacilityDomain_8B2A363259E9281CA83B11C69A7F4E98" xlink:type="arc" />
    <link:label id="lab_us-gaap_LetterOfCreditMember_30050E3DD127BAA5F28411C69A7FD936_terseLabel_en-US" xlink:label="lab_us-gaap_LetterOfCreditMember_30050E3DD127BAA5F28411C69A7FD936" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Letter of Credit</link:label>
    <link:label id="lab_us-gaap_LetterOfCreditMember_30050E3DD127BAA5F28411C69A7FD936_label_en-US" xlink:label="lab_us-gaap_LetterOfCreditMember_30050E3DD127BAA5F28411C69A7FD936" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Letter of Credit [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LetterOfCreditMember" xlink:label="loc_us-gaap_LetterOfCreditMember_30050E3DD127BAA5F28411C69A7FD936" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LetterOfCreditMember_30050E3DD127BAA5F28411C69A7FD936" xlink:to="lab_us-gaap_LetterOfCreditMember_30050E3DD127BAA5F28411C69A7FD936" xlink:type="arc" />
    <link:label id="lab_schl_SwinglineFacilityMember_A630BA9209FA774BB72E11C69A7F6F20_terseLabel_en-US" xlink:label="lab_schl_SwinglineFacilityMember_A630BA9209FA774BB72E11C69A7F6F20" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Swingline Facility</link:label>
    <link:label id="lab_schl_SwinglineFacilityMember_A630BA9209FA774BB72E11C69A7F6F20_label_en-US" xlink:label="lab_schl_SwinglineFacilityMember_A630BA9209FA774BB72E11C69A7F6F20" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Swingline Facility [Member]</link:label>
    <link:label id="lab_schl_SwinglineFacilityMember_A630BA9209FA774BB72E11C69A7F6F20_documentation_en-US" xlink:label="lab_schl_SwinglineFacilityMember_A630BA9209FA774BB72E11C69A7F6F20" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Swingline Facility [Member]</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_SwinglineFacilityMember" xlink:label="loc_schl_SwinglineFacilityMember_A630BA9209FA774BB72E11C69A7F6F20" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_schl_SwinglineFacilityMember_A630BA9209FA774BB72E11C69A7F6F20" xlink:to="lab_schl_SwinglineFacilityMember_A630BA9209FA774BB72E11C69A7F6F20" xlink:type="arc" />
    <link:label id="lab_us-gaap_DomesticLineOfCreditMember_68FAC7A8A62CDE3E708611C69A8035E2_terseLabel_en-US" xlink:label="lab_us-gaap_DomesticLineOfCreditMember_68FAC7A8A62CDE3E708611C69A8035E2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Domestic Line of Credit</link:label>
    <link:label id="lab_us-gaap_DomesticLineOfCreditMember_68FAC7A8A62CDE3E708611C69A8035E2_label_en-US" xlink:label="lab_us-gaap_DomesticLineOfCreditMember_68FAC7A8A62CDE3E708611C69A8035E2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Domestic Line of Credit [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DomesticLineOfCreditMember" xlink:label="loc_us-gaap_DomesticLineOfCreditMember_68FAC7A8A62CDE3E708611C69A8035E2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DomesticLineOfCreditMember_68FAC7A8A62CDE3E708611C69A8035E2" xlink:to="lab_us-gaap_DomesticLineOfCreditMember_68FAC7A8A62CDE3E708611C69A8035E2" xlink:type="arc" />
    <link:label id="lab_us-gaap_LineOfCreditMember_9B97948AE3E2F290E93311C69A8009D0_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditMember_9B97948AE3E2F290E93311C69A8009D0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Line of Credit</link:label>
    <link:label id="lab_us-gaap_LineOfCreditMember_9B97948AE3E2F290E93311C69A8009D0_label_en-US" xlink:label="lab_us-gaap_LineOfCreditMember_9B97948AE3E2F290E93311C69A8009D0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditMember" xlink:label="loc_us-gaap_LineOfCreditMember_9B97948AE3E2F290E93311C69A8009D0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditMember_9B97948AE3E2F290E93311C69A8009D0" xlink:to="lab_us-gaap_LineOfCreditMember_9B97948AE3E2F290E93311C69A8009D0" xlink:type="arc" />
    <link:label id="lab_schl_DebtDetailsLineItems_740E652F840C851ADACC11C69A80D05D_terseLabel_en-US" xlink:label="lab_schl_DebtDetailsLineItems_740E652F840C851ADACC11C69A80D05D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt (Details) [Line Items]</link:label>
    <link:label id="lab_schl_DebtDetailsLineItems_740E652F840C851ADACC11C69A80D05D_label_en-US" xlink:label="lab_schl_DebtDetailsLineItems_740E652F840C851ADACC11C69A80D05D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt (Details) [Line Items]</link:label>
    <link:label id="lab_schl_DebtDetailsLineItems_740E652F840C851ADACC11C69A80D05D_documentation_en-US" xlink:label="lab_schl_DebtDetailsLineItems_740E652F840C851ADACC11C69A80D05D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">-- None. No documentation exists for this element. --</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_DebtDetailsLineItems" xlink:label="loc_schl_DebtDetailsLineItems_740E652F840C851ADACC11C69A80D05D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_schl_DebtDetailsLineItems_740E652F840C851ADACC11C69A80D05D" xlink:to="lab_schl_DebtDetailsLineItems_740E652F840C851ADACC11C69A80D05D" xlink:type="arc" />
    <link:label id="lab_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity_5D10256A0437670B466611C69A80BBEC_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity_5D10256A0437670B466611C69A80BBEC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Borrowing capacity</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity_5D10256A0437670B466611C69A80BBEC_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity_5D10256A0437670B466611C69A80BBEC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Current Borrowing Capacity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity" xlink:label="loc_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity_5D10256A0437670B466611C69A80BBEC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity_5D10256A0437670B466611C69A80BBEC" xlink:to="lab_us-gaap_LineOfCreditFacilityCurrentBorrowingCapacity_5D10256A0437670B466611C69A80BBEC" xlink:type="arc" />
    <link:label id="lab_schl_DebtInstrumentCovenantEquityTransactionRestrictionsDebtLimit_A8B3321BCC0CC8F39BE111C69A803EB0_terseLabel_en-US" xlink:label="lab_schl_DebtInstrumentCovenantEquityTransactionRestrictionsDebtLimit_A8B3321BCC0CC8F39BE111C69A803EB0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt limit before equity transaction restrictions apply</link:label>
    <link:label id="lab_schl_DebtInstrumentCovenantEquityTransactionRestrictionsDebtLimit_A8B3321BCC0CC8F39BE111C69A803EB0_label_en-US" xlink:label="lab_schl_DebtInstrumentCovenantEquityTransactionRestrictionsDebtLimit_A8B3321BCC0CC8F39BE111C69A803EB0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Covenant, Equity Transaction Restrictions, Debt Limit</link:label>
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    <link:loc xlink:href="schl-20180831.xsd#schl_DebtInstrumentCovenantEquityTransactionRestrictionsDebtLimit" xlink:label="loc_schl_DebtInstrumentCovenantEquityTransactionRestrictionsDebtLimit_A8B3321BCC0CC8F39BE111C69A803EB0" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LineOfCreditFacilityExpirationDate1_EECF9E391F29D35B1C7611C69A80359B_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityExpirationDate1_EECF9E391F29D35B1C7611C69A80359B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Expiration date</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityExpirationDate1_EECF9E391F29D35B1C7611C69A80359B_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityExpirationDate1_EECF9E391F29D35B1C7611C69A80359B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Expiration Date</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityExpirationDate1" xlink:label="loc_us-gaap_LineOfCreditFacilityExpirationDate1_EECF9E391F29D35B1C7611C69A80359B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LineOfCreditFacilityExpirationDate1_EECF9E391F29D35B1C7611C69A80359B" xlink:to="lab_us-gaap_LineOfCreditFacilityExpirationDate1_EECF9E391F29D35B1C7611C69A80359B" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_21B6D7E9B17B03EA1A5A11C69A814A7F_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_21B6D7E9B17B03EA1A5A11C69A814A7F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Variable rate (percentage)</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_21B6D7E9B17B03EA1A5A11C69A814A7F_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_21B6D7E9B17B03EA1A5A11C69A814A7F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Basis Spread on Variable Rate</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentBasisSpreadOnVariableRate1" xlink:label="loc_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_21B6D7E9B17B03EA1A5A11C69A814A7F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_21B6D7E9B17B03EA1A5A11C69A814A7F" xlink:to="lab_us-gaap_DebtInstrumentBasisSpreadOnVariableRate1_21B6D7E9B17B03EA1A5A11C69A814A7F" xlink:type="arc" />
    <link:label id="lab_schl_LineOfCreditFacilityFeePercentage_083C9C5CAE09E79900DC11C69A81A1E3_terseLabel_en-US" xlink:label="lab_schl_LineOfCreditFacilityFeePercentage_083C9C5CAE09E79900DC11C69A81A1E3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Facility fee (percentage)</link:label>
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    <link:label id="lab_srt_ConsolidationItemsAxis_E05D5DA277A8E38823141252424E0111_terseLabel_en-US" xlink:label="lab_srt_ConsolidationItemsAxis_E05D5DA277A8E38823141252424E0111" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consolidation Items [Axis]</link:label>
    <link:label id="lab_srt_ConsolidationItemsAxis_E05D5DA277A8E38823141252424E0111_label_en-US" xlink:label="lab_srt_ConsolidationItemsAxis_E05D5DA277A8E38823141252424E0111" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Consolidation Items [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ConsolidationItemsAxis" xlink:label="loc_srt_ConsolidationItemsAxis_E05D5DA277A8E38823141252424E0111" xlink:type="locator" />
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    <link:label id="lab_srt_ConsolidationItemsDomain_546CFCE5A0646D3CF3331252424E18D8_terseLabel_en-US" xlink:label="lab_srt_ConsolidationItemsDomain_546CFCE5A0646D3CF3331252424E18D8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consolidation Items [Domain]</link:label>
    <link:label id="lab_srt_ConsolidationItemsDomain_546CFCE5A0646D3CF3331252424E18D8_label_en-US" xlink:label="lab_srt_ConsolidationItemsDomain_546CFCE5A0646D3CF3331252424E18D8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Consolidation Items [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ConsolidationItemsDomain" xlink:label="loc_srt_ConsolidationItemsDomain_546CFCE5A0646D3CF3331252424E18D8" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OperatingSegmentsMember_C37DBD3D426606C26A5A1252424F5F68_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingSegmentsMember_C37DBD3D426606C26A5A1252424F5F68" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Operating Segments</link:label>
    <link:label id="lab_us-gaap_OperatingSegmentsMember_C37DBD3D426606C26A5A1252424F5F68_label_en-US" xlink:label="lab_us-gaap_OperatingSegmentsMember_C37DBD3D426606C26A5A1252424F5F68" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Segments [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingSegmentsMember" xlink:label="loc_us-gaap_OperatingSegmentsMember_C37DBD3D426606C26A5A1252424F5F68" xlink:type="locator" />
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    <link:label id="lab_schl_OverheadMember_6B1280274DE24B8D4B2712524250200E_terseLabel_en-US" xlink:label="lab_schl_OverheadMember_6B1280274DE24B8D4B2712524250200E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Overhead</link:label>
    <link:label id="lab_schl_OverheadMember_6B1280274DE24B8D4B2712524250200E_label_en-US" xlink:label="lab_schl_OverheadMember_6B1280274DE24B8D4B2712524250200E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Overhead [Member]</link:label>
    <link:label id="lab_schl_OverheadMember_6B1280274DE24B8D4B2712524250200E_documentation_en-US" xlink:label="lab_schl_OverheadMember_6B1280274DE24B8D4B2712524250200E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">-- None. No documentation exists for this element. --</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_OverheadMember" xlink:label="loc_schl_OverheadMember_6B1280274DE24B8D4B2712524250200E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_schl_OverheadMember_6B1280274DE24B8D4B2712524250200E" xlink:to="lab_schl_OverheadMember_6B1280274DE24B8D4B2712524250200E" xlink:type="arc" />
    <link:label id="lab_schl_TotalDomesticMember_10D6A3A5E4D764ADC7B9125242503655_terseLabel_en-US" xlink:label="lab_schl_TotalDomesticMember_10D6A3A5E4D764ADC7B9125242503655" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total Domestic</link:label>
    <link:label id="lab_schl_TotalDomesticMember_10D6A3A5E4D764ADC7B9125242503655_label_en-US" xlink:label="lab_schl_TotalDomesticMember_10D6A3A5E4D764ADC7B9125242503655" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Total Domestic [Member]</link:label>
    <link:label id="lab_schl_TotalDomesticMember_10D6A3A5E4D764ADC7B9125242503655_documentation_en-US" xlink:label="lab_schl_TotalDomesticMember_10D6A3A5E4D764ADC7B9125242503655" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">-- None. No documentation exists for this element. --</link:label>
    <link:loc xlink:href="schl-20180831.xsd#schl_TotalDomesticMember" xlink:label="loc_schl_TotalDomesticMember_10D6A3A5E4D764ADC7B9125242503655" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_schl_TotalDomesticMember_10D6A3A5E4D764ADC7B9125242503655" xlink:to="lab_schl_TotalDomesticMember_10D6A3A5E4D764ADC7B9125242503655" xlink:type="arc" />
    <link:label id="lab_us-gaap_SegmentReportingInformationLineItems_721F77AAC378B909710F125242519D17_terseLabel_en-US" xlink:label="lab_us-gaap_SegmentReportingInformationLineItems_721F77AAC378B909710F125242519D17" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Segment Reporting Information [Line Items]</link:label>
    <link:label id="lab_us-gaap_SegmentReportingInformationLineItems_721F77AAC378B909710F125242519D17_label_en-US" xlink:label="lab_us-gaap_SegmentReportingInformationLineItems_721F77AAC378B909710F125242519D17" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segment Reporting Information [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SegmentReportingInformationLineItems" xlink:label="loc_us-gaap_SegmentReportingInformationLineItems_721F77AAC378B909710F125242519D17" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SegmentReportingInformationLineItems_721F77AAC378B909710F125242519D17" xlink:to="lab_us-gaap_SegmentReportingInformationLineItems_721F77AAC378B909710F125242519D17" xlink:type="arc" />
    <link:label id="lab_us-gaap_NumberOfReportableSegments_6E683BCF0C49C01A693E12524251B939_terseLabel_en-US" xlink:label="lab_us-gaap_NumberOfReportableSegments_6E683BCF0C49C01A693E12524251B939" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of reportable segments</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NumberOfReportableSegments" xlink:label="loc_us-gaap_NumberOfReportableSegments_6E683BCF0C49C01A693E12524251B939" xlink:type="locator" />
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    <link:label id="lab_us-gaap_NumberOfOperatingSegments_5EFD04B65FCD7CD2EE75125242512DD5_terseLabel_en-US" xlink:label="lab_us-gaap_NumberOfOperatingSegments_5EFD04B65FCD7CD2EE75125242512DD5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of operating segments</link:label>
    <link:label id="lab_us-gaap_NumberOfOperatingSegments_5EFD04B65FCD7CD2EE75125242512DD5_label_en-US" xlink:label="lab_us-gaap_NumberOfOperatingSegments_5EFD04B65FCD7CD2EE75125242512DD5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Operating Segments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NumberOfOperatingSegments" xlink:label="loc_us-gaap_NumberOfOperatingSegments_5EFD04B65FCD7CD2EE75125242512DD5" xlink:type="locator" />
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    <link:label id="lab_us-gaap_ProvisionForDoubtfulAccounts_8A1DCFFA04979A78D1AA12524252068F_verboseLabel_en-US" xlink:label="lab_us-gaap_ProvisionForDoubtfulAccounts_8A1DCFFA04979A78D1AA12524252068F" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Bad debt expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProvisionForDoubtfulAccounts" xlink:label="loc_us-gaap_ProvisionForDoubtfulAccounts_8A1DCFFA04979A78D1AA12524252068F" xlink:type="locator" />
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    <link:label id="lab_schl_DepreciationAmortizationincludingprepublicationandproductioncosts_4091CB486B4E1FFE1F6B12524252B411_terseLabel_en-US" xlink:label="lab_schl_DepreciationAmortizationincludingprepublicationandproductioncosts_4091CB486B4E1FFE1F6B12524252B411" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Depreciation and amortization</link:label>
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    <link:label id="lab_schl_SegmentAssets_D5D0D466ED46D7CA8A3112524253FDE7_terseLabel_en-US" xlink:label="lab_schl_SegmentAssets_D5D0D466ED46D7CA8A3112524253FDE7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Segment assets</link:label>
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    <link:label id="lab_schl_SegmentAssets_D5D0D466ED46D7CA8A3112524253FDE7_documentation_en-US" xlink:label="lab_schl_SegmentAssets_D5D0D466ED46D7CA8A3112524253FDE7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Total assets for reportable segments excluding discontinued operations.</link:label>
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    <link:label id="lab_schl_ExpendituresforPropertyPlantandEquipmentPrepublicationProductionRoyaltyAdvancesGoodwillIntangiblesandInvestments_90AF4F5E312F94569F03125242537476_terseLabel_en-US" xlink:label="lab_schl_ExpendituresforPropertyPlantandEquipmentPrepublicationProductionRoyaltyAdvancesGoodwillIntangiblesandInvestments_90AF4F5E312F94569F03125242537476" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Expenditures for other non-current assets</link:label>
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    <link:loc xlink:href="schl-20180831.xsd#schl_ExpendituresforPropertyPlantandEquipmentPrepublicationProductionRoyaltyAdvancesGoodwillIntangiblesandInvestments" xlink:label="loc_schl_ExpendituresforPropertyPlantandEquipmentPrepublicationProductionRoyaltyAdvancesGoodwillIntangiblesandInvestments_90AF4F5E312F94569F03125242537476" xlink:type="locator" />
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    <link:label id="lab_schl_LongLivedAssets_6D75313AEB86AA556A5F1252425AD281_terseLabel_en-US" xlink:label="lab_schl_LongLivedAssets_6D75313AEB86AA556A5F1252425AD281" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other non-current assets</link:label>
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