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    <link:label id="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_E1D35B1CE0D57E831CF1E0CAC7690441_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_E1D35B1CE0D57E831CF1E0CAC7690441" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred taxes</link:label>
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    <link:label id="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_F59B4AE187C19A6BC595E0CAC76C0A2F_negatedLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_F59B4AE187C19A6BC595E0CAC76C0A2F" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Purchase of property and equipment</link:label>
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    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentNet_AA04FDA4FFFD7D1AE481E127E544FE64_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentNet_AA04FDA4FFFD7D1AE481E127E544FE64" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Net</link:label>
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    <link:label id="lab_us-gaap_Goodwill_78368970534269900373E127E545FD6E_label_en-US" xlink:label="lab_us-gaap_Goodwill_78368970534269900373E127E545FD6E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Goodwill</link:label>
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    <link:label id="lab_us-gaap_IntangibleAssetsNetExcludingGoodwill_C9DC86DB03D98C36D3F7E127E545F775_label_en-US" xlink:label="lab_us-gaap_IntangibleAssetsNetExcludingGoodwill_C9DC86DB03D98C36D3F7E127E545F775" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Intangible Assets, Net (Excluding Goodwill)</link:label>
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    <link:label id="lab_us-gaap_OtherAssetsNoncurrent_4F13455185943257DB12E127E545B26D_label_en-US" xlink:label="lab_us-gaap_OtherAssetsNoncurrent_4F13455185943257DB12E127E545B26D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Assets, Noncurrent</link:label>
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    <link:label id="lab_us-gaap_Assets_1FF52E183781AD135FA9E127E545256B_label_en-US" xlink:label="lab_us-gaap_Assets_1FF52E183781AD135FA9E127E545256B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets</link:label>
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    <link:label id="lab_us-gaap_LiabilitiesCurrentAbstract_ED906664ACC70FE7A5C4E127E54637E8_label_en-US" xlink:label="lab_us-gaap_LiabilitiesCurrentAbstract_ED906664ACC70FE7A5C4E127E54637E8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liabilities, Current [Abstract]</link:label>
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    <link:label id="lab_us-gaap_LongTermPurchaseCommitmentLineItems_FDDCDD3206159E995558E5751B299312_label_en-US" xlink:label="lab_us-gaap_LongTermPurchaseCommitmentLineItems_FDDCDD3206159E995558E5751B299312" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Purchase Commitment [Line Items]</link:label>
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    <link:label id="lab_blkb_PrepaidSoftwareMaintenanceCurrentAndLongTerm_EE9BF2527EE5DA67BD6AEA97D4F91C1E_terseLabel_en-US" xlink:label="lab_blkb_PrepaidSoftwareMaintenanceCurrentAndLongTerm_EE9BF2527EE5DA67BD6AEA97D4F91C1E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Prepaid software maintenance and subscriptions, current and long-term</link:label>
    <link:label id="lab_blkb_PrepaidSoftwareMaintenanceCurrentAndLongTerm_EE9BF2527EE5DA67BD6AEA97D4F91C1E_label_en-US" xlink:label="lab_blkb_PrepaidSoftwareMaintenanceCurrentAndLongTerm_EE9BF2527EE5DA67BD6AEA97D4F91C1E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Prepaid Software Maintenance, Current and Long-term</link:label>
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    <link:loc xlink:href="blkb-20200331.xsd#blkb_PrepaidSoftwareMaintenanceCurrentAndLongTerm" xlink:label="loc_blkb_PrepaidSoftwareMaintenanceCurrentAndLongTerm_EE9BF2527EE5DA67BD6AEA97D4F91C1E" xlink:type="locator" />
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    <link:label id="lab_us-gaap_HostingArrangementServiceContractImplementationCostCapitalizedAfterAccumulatedAmortization_ACDB69BDF71B743FC97FEA99C0ACA100_terseLabel_en-US" xlink:label="lab_us-gaap_HostingArrangementServiceContractImplementationCostCapitalizedAfterAccumulatedAmortization_ACDB69BDF71B743FC97FEA99C0ACA100" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Implementation costs for cloud computing arrangements</link:label>
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    <link:label id="lab_blkb_PrepaidInsuranceCurrentandLongterm_E86BC1DDACCA6DD8612DEA97D4FA69F7_terseLabel_en-US" xlink:label="lab_blkb_PrepaidInsuranceCurrentandLongterm_E86BC1DDACCA6DD8612DEA97D4FA69F7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Prepaid insurance</link:label>
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    <link:loc xlink:href="blkb-20200331.xsd#blkb_PrepaidInsuranceCurrentandLongterm" xlink:label="loc_blkb_PrepaidInsuranceCurrentandLongterm_E86BC1DDACCA6DD8612DEA97D4FA69F7" xlink:type="locator" />
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    <link:label id="lab_us-gaap_SecurityDeposit_753205EF9DFD068D1933EA97D4FA1422_terseLabel_en-US" xlink:label="lab_us-gaap_SecurityDeposit_753205EF9DFD068D1933EA97D4FA1422" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Security deposits</link:label>
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    <link:label id="lab_dei_DocumentType_D7F4317AF322B6053F00E5751E2334FC_label_en-US" xlink:label="lab_dei_DocumentType_D7F4317AF322B6053F00E5751E2334FC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Document Type</link:label>
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    <link:label id="lab_dei_DocumentQuarterlyReport_8D7789D57F332265C082E5751E2340D2_label_en-US" xlink:label="lab_dei_DocumentQuarterlyReport_8D7789D57F332265C082E5751E2340D2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Document Quarterly Report</link:label>
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    <link:label id="lab_dei_DocumentPeriodEndDate_B4D80D8C67132C37ED68E5751E24AEF6_label_en-US" xlink:label="lab_dei_DocumentPeriodEndDate_B4D80D8C67132C37ED68E5751E24AEF6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Document Period End Date</link:label>
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    <link:label id="lab_dei_DocumentTransitionReport_B9F9331DCB4AD2727E7BE5751E244337_label_en-US" xlink:label="lab_dei_DocumentTransitionReport_B9F9331DCB4AD2727E7BE5751E244337" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Document Transition Report</link:label>
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    <link:label id="lab_dei_EntityFileNumber_39FA670A404B4613B286E5751E2443B4_label_en-US" xlink:label="lab_dei_EntityFileNumber_39FA670A404B4613B286E5751E2443B4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity File Number</link:label>
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    <link:label id="lab_dei_EntityRegistrantName_44A798C0694E2D33FD9CE5751E248AC6_label_en-US" xlink:label="lab_dei_EntityRegistrantName_44A798C0694E2D33FD9CE5751E248AC6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity Registrant Name</link:label>
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    <link:label id="lab_dei_EntityIncorporationStateCountryCode_41DF9331460DE3638A31E5751E2416AE_terseLabel_en-US" xlink:label="lab_dei_EntityIncorporationStateCountryCode_41DF9331460DE3638A31E5751E2416AE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity incorporation, state or country code</link:label>
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