BMF Pipeline Quality Report

Post-Transformation Validation Results

Published

May 6, 2026

Executive Summary

Overall Status: PASSED

Pipeline Timestamp: 2026-05-06 14:54:00

Metric Value
Total Records 1,161,560
Output Columns 110
Overall Completeness 58.6%
Row Preservation Passed
Unique EINs 1,161,560
Duplicate EINs 0

Field Completeness by Category

This section shows the completeness of each output field, grouped by category. Each field shows its source column(s) from the raw BMF file.

Fields with Incomplete Data

Identity

Average Completeness: 100.0% | Columns: 2

Field Source Completeness Status Null Count
ein EIN 100.0% Good 0
ein_raw EIN 100.0% Good 0

Column Descriptions:

  • ein: Employer Identification Number formatted as XX-XXXXXXX
  • ein_raw: Original 9-digit EIN value from source file without formatting

Organization Name

Average Completeness: 66.9% | Columns: 5

Field Source Completeness Status Null Count
org_name_raw NAME 100.0% Good 0
org_name_join NAME 100.0% Good 0
org_name_display NAME 100.0% Good 0
org_legal_suffix NAME 32.5% Low 783,526
org_parent_name NAME 2.0% Low 1,138,833

Column Descriptions:

  • org_name_raw: Original organization name exactly as it appears in the source file
  • org_name_join: Standardized name for matching and joining (uppercase, punctuation removed)
  • org_name_display: Title-cased organization name suitable for display purposes
  • org_legal_suffix: Legal entity suffix extracted from name (Inc, Corp, LLC, Foundation, etc.)
  • org_parent_name: Parent organization name if this is a subordinate/chapter organization

DBA Name

Average Completeness: 36.5% | Columns: 2

Field Source Completeness Status Null Count
dba_name SORT_NAME 36.5% Low 738,036
dba_name_raw SORT_NAME 36.5% Low 738,036

Column Descriptions:

  • dba_name: Cleaned ‘Doing Business As’ name
  • dba_name_raw: Original secondary/DBA name from source file

In Care Of

Average Completeness: 33.3% | Columns: 3

Field Source Completeness Status Null Count
in_care_of_name_raw ICO 0.0% Low 1,161,560
in_care_of_name_clean ICO 0.0% Low 1,161,560
in_care_of_name_provided ICO 100.0% Good 0

Column Descriptions:

  • in_care_of_name_raw: Original ‘In Care Of’ field from source file
  • in_care_of_name_clean: Cleaned ICO name with standardized formatting
  • in_care_of_name_provided: Boolean indicating whether an ICO name was provided

Group Exemption

Average Completeness: 33.3% | Columns: 3

Field Source Completeness Status Null Count
group_exemption_number_raw GROUP 0.0% Low 1,161,560
group_exemption_number GROUP 0.0% Low 1,161,560
group_exemption_is_member GROUP 100.0% Good 0

Column Descriptions:

  • group_exemption_number_raw: Original group exemption number from source file
  • group_exemption_number: Cleaned group exemption number (GEN)
  • group_exemption_is_member: Boolean indicating if organization is a member of a group exemption

Address (Raw)

Average Completeness: 75.0% | Columns: 4

Field Source Completeness Status Null Count
org_addr_street_raw STREET 0.0% Low 1,161,560
org_addr_city_raw CITY 100.0% Good 0
org_addr_state_raw STATE 100.0% Good 0
org_addr_zip_raw ZIP 100.0% Good 0

Column Descriptions:

  • org_addr_street_raw: Original street address from source file
  • org_addr_city_raw: Original city name from source file
  • org_addr_state_raw: Original state code from source file
  • org_addr_zip_raw: Original ZIP code from source file

Address (Cleaned)

Average Completeness: 68.9% | Columns: 7

Field Source Completeness Status Null Count
org_addr_street STREET 0.0% Low 1,161,560
org_addr_city CITY 100.0% Good 0
org_addr_state STATE 99.9% Good 1,191
org_addr_zip5 ZIP 91.2% Fair 102,642
org_addr_zip4 ZIP 0.0% Low 1,161,560
org_addr_zip ZIP 91.2% Fair 102,642
org_addr_full STREET, CITY, STATE, ZIP 100.0% Good 0

Column Descriptions:

  • org_addr_street: Standardized street address with USPS abbreviations
  • org_addr_city: Cleaned city name
  • org_addr_state: Two-letter state abbreviation
  • org_addr_zip5: 5-digit ZIP code
  • org_addr_zip4: 4-digit ZIP code extension (if available)
  • org_addr_zip: Full ZIP code (5 or 9 digits)
  • org_addr_full: Complete formatted address string

Address Quality Flags

Average Completeness: 100.0% | Columns: 6

Field Source Completeness Status Null Count
org_addr_is_missing STREET, CITY, STATE, ZIP 100.0% Good 0
org_addr_is_po_box STREET 100.0% Good 0
org_addr_is_rural_route STREET 100.0% Good 0
org_addr_has_special_chars STREET 100.0% Good 0
org_addr_missing_number STREET 100.0% Good 0
org_addr_state_invalid STATE 100.0% Good 0

Column Descriptions:

  • org_addr_is_missing: TRUE if street address is missing or empty
  • org_addr_is_po_box: TRUE if address is a P.O. Box
  • org_addr_is_rural_route: TRUE if address is a rural route
  • org_addr_has_special_chars: TRUE if address contains unusual special characters
  • org_addr_missing_number: TRUE if street address lacks a street number
  • org_addr_state_invalid: TRUE if state code is not a valid US state/territory

Classification

Average Completeness: 50.0% | Columns: 4

Field Source Completeness Status Null Count
subsection_code SUBSECTION 100.0% Good 0
classification_code CLASSIFICATION 0.0% Low 1,161,560
exempt_organization_type SUBSECTION 100.0% Good 0
all_classifications_string CLASSIFICATION 0.0% Low 1,161,560

Column Descriptions:

  • subsection_code: IRS subsection code (e.g., 03 for 501(c)(3), 04 for 501(c)(4))
  • classification_code: IRS classification code indicating organization type within subsection
  • exempt_organization_type: Human-readable exempt organization type based on subsection
  • all_classifications_string: Semicolon-separated list of all classification descriptions

Organization Codes

Average Completeness: 27.3% | Columns: 11

Field Source Completeness Status Null Count
affiliation_code AFFILIATION 0.0% Low 1,161,560
affiliation_code_definition AFFILIATION 0.0% Low 1,161,560
deductibility_code DEDUCTIBILITY 0.0% Low 1,161,560
deductibility_code_definition DEDUCTIBILITY 0.0% Low 1,161,560
foundation_code FOUNDATION 100.0% Good 0
foundation_code_definition FOUNDATION 100.0% Good 0
organization_code ORGANIZATION 0.0% Low 1,161,560
organization_code_definition ORGANIZATION 0.0% Low 1,161,560
status_code STATUS 0.0% Low 1,161,560
status_code_definition STATUS 0.0% Low 1,161,560
naics_code NTEE_CD 100.0% Good 0

Column Descriptions:

  • affiliation_code: Code indicating relationship to parent organization (1-9)
  • affiliation_code_definition: Description of affiliation relationship
  • deductibility_code: Code indicating deductibility status of contributions (1-4)
  • deductibility_code_definition: Description of contribution deductibility
  • foundation_code: Foundation status code (00-99) per IRS determination
  • foundation_code_definition: Description of foundation/public charity status
  • organization_code: Code for type of organization (corporation, trust, etc.)
  • organization_code_definition: Description of organization type
  • status_code: IRS determination status code (01-99)
  • status_code_definition: Description of exempt status
  • naics_code: North American Industry Classification System code derived from NTEE

Dates

Average Completeness: 85.7% | Columns: 7

Field Source Completeness Status Null Count
ruling_date_ym_str RULING 100.0% Good 0
ruling_date RULING 100.0% Good 0
ruling_date_is_missing RULING 100.0% Good 0
tax_period_ym_str TAX_PERIOD 0.0% Low 1,161,560
tax_period_ymd TAX_PERIOD 100.0% Good 0
tax_period_is_missing TAX_PERIOD 100.0% Good 0
accounting_period ACCT_PD 100.0% Good 0

Column Descriptions:

  • ruling_date_ym_str: Ruling date as YYYYMM string
  • ruling_date: Date of IRS ruling granting exempt status
  • ruling_date_is_missing: TRUE if ruling date is missing or invalid
  • tax_period_ym_str: Tax period end date as YYYYMM string
  • tax_period_ymd: Tax period end date in YYYY-MM-DD format
  • tax_period_is_missing: TRUE if tax period is missing
  • accounting_period: Month when organization’s accounting period ends (01-12)

Financial Codes

Average Completeness: 0.0% | Columns: 4

Field Source Completeness Status Null Count
asset_code ASSET_CD 0.0% Low 1,161,560
asset_code_definition ASSET_CD 0.0% Low 1,161,560
income_code INCOME_CD 0.0% Low 1,161,560
income_code_definition INCOME_CD 0.0% Low 1,161,560

Column Descriptions:

  • asset_code: Asset amount range code (0-9)
  • asset_code_definition: Description of asset range (e.g., ‘$100,000 to $499,999’)
  • income_code: Income amount range code (0-9)
  • income_code_definition: Description of income range

Financial Amounts

Average Completeness: 79.1% | Columns: 3

Field Source Completeness Status Null Count
asset_amount ASSET_AMT 100.0% Good 0
income_amount INCOME_AMT 100.0% Good 0
revenue_amount REVENUE_AMT 37.4% Low 727,282

Column Descriptions:

  • asset_amount: Total assets in dollars (most recent return)
  • income_amount: Total income in dollars (can be negative)
  • revenue_amount: Total revenue in dollars (can be negative)

Activity

Average Completeness: 0.0% | Columns: 3

Field Source Completeness Status Null Count
activity_code ACTIVITY 0.0% Low 1,161,560
activity_code_definitions ACTIVITY 0.0% Low 1,161,560
activity_code_categories ACTIVITY 0.0% Low 1,161,560

Column Descriptions:

  • activity_code: Three 3-digit activity codes concatenated (9 characters total)
  • activity_code_definitions: Semicolon-separated descriptions of activity codes
  • activity_code_categories: Semicolon-separated activity categories

Filing Requirements

Average Completeness: 0.0% | Columns: 4

Field Source Completeness Status Null Count
filing_requirement_code FILING_REQ_CD 0.0% Low 1,161,560
filing_requirement_code_definition FILING_REQ_CD 0.0% Low 1,161,560
pf_filing_requirement_code PF_FILING_REQ_CD 0.0% Low 1,161,560
pf_filing_requirement_code_definition PF_FILING_REQ_CD 0.0% Low 1,161,560

Column Descriptions:

  • filing_requirement_code: Code indicating required annual return form (0-6)
  • filing_requirement_code_definition: Description of filing requirement (990, 990-EZ, 990-N, etc.)
  • pf_filing_requirement_code: Private foundation filing requirement code
  • pf_filing_requirement_code_definition: Description of private foundation filing requirement

NTEE Codes

Average Completeness: 100.0% | Columns: 6

Field Source Completeness Status Null Count
ntee_code_raw NTEE_CD 100.0% Good 0
ntee_code_clean NTEE_CD 100.0% Good 0
ntee_code_definition NTEE_CD 100.0% Good 0
ntee_code_major_group NTEE_CD 100.0% Good 0
ntee_common_code NTEE_CD 100.0% Good 0
ntee_common_code_definition NTEE_CD 100.0% Good 0

Column Descriptions:

  • ntee_code_raw: Original NTEE code from source file (1-4 characters)
  • ntee_code_clean: Standardized 3-character NTEE code
  • ntee_code_definition: Full description of NTEE classification
  • ntee_code_major_group: NTEE major group letter (A-Z) indicating broad category
  • ntee_common_code: Common code suffix for 4-character NTEE codes (e.g., 01-99)
  • ntee_common_code_definition: Description of common code suffix

NTEE V2 Codes

Average Completeness: 100.0% | Columns: 5

Field Source Completeness Status Null Count
nteev2 NTEE_CD 100.0% Good 0
nteev2_code NTEE_CD 100.0% Good 0
nteev2_subsector NTEE_CD 100.0% Good 0
nteev2_subsector_definition NTEE_CD 100.0% Good 0
nteev2_org_type NTEE_CD 100.0% Good 0

Column Descriptions:

  • nteev2: Full NTEEv2 code in SUBSECTOR-CODE-TYPE format
  • nteev2_code: NTEEv2 code portion (3 characters)
  • nteev2_subsector: NTEEv2 subsector code (e.g., UNI, HOS, ART, ENV)
  • nteev2_subsector_definition: Human-readable name of the NTEEv2 subsector (e.g., ‘Human Services’, ‘Public, Societal Benefit’)
  • nteev2_org_type: NTEEv2 organization type (RG=Regular, AA=Alliance, etc.)

Organization Distribution

Exempt Organization Type

Distribution of organizations by exempt organization type (based on IRS subsection code).

Organizations by Exempt Type
Exempt Organization Type Count Percentage
501(c)(3) 668,996 57.59%
501(c)(4) 125,924 10.84%
501(c)(8) 81,803 7.04%
501(c)(6) 69,843 6.01%
501(c)(5) 61,574 5.30%
501(c)(7) 56,530 4.87%
501(c)(19) 34,367 2.96%
501(c)(10) 21,517 1.85%
501(c)(9) 12,802 1.10%
501(c)(13) 9,030 0.78%
501(c)(2) 6,324 0.54%
501(c)(12) 5,841 0.50%
501(c)(14) 4,058 0.35%
501(c)(15) 1,116 0.10%
501(c)(25) 981 0.08%
501(c)(17) 438 0.04%
501(d) 116 0.01%
4947(a)(2) 72 0.01%
4947(a)(1) 59 0.01%
501(c)(20) 39 0.00%
501(c)(1) 34 0.00%
501(e) 29 0.00%
501(c)(21) 28 0.00%
501(c)(16) 23 0.00%
501(c)(11) 11 0.00%
501(c)(23) 2 0.00%
501(c)(24) 1 0.00%
501(c)(18) 1 0.00%
501(f) 1 0.00%

NTEE Major Group Distribution

Distribution of organizations by NTEE major group code.

Organizations by NTEE Major Group
NTEE Major Group Count Percentage
Education 151,052 13.00%
Community Improvement and Capacity Building 127,069 10.94%
Religion-Related 125,607 10.81%
Arts, Culture and Humanities 92,475 7.96%
Recreation and Sports 86,076 7.41%
Mutual and Membership Benefit 83,947 7.23%
Philanthropy, Voluntarism and Grantmaking Foundations 75,221 6.48%
Public and Societal Benefit 69,829 6.01%
Human Services 63,579 5.47%
Employment 45,169 3.89%
Health Care 41,084 3.54%
Environment 26,188 2.25%
Housing and Shelter 24,618 2.12%
Voluntary Health Associations and Medical Disciplines 19,713 1.70%
Crime and Legal-Related 17,170 1.48%
Public Safety, Disaster Preparedness and Relief 16,866 1.45%
Youth Development 16,070 1.38%
Food, Agriculture and Nutrition 13,809 1.19%
Mental Health and Crisis Intervention 13,340 1.15%
Science and Technology 11,505 0.99%
Civil Rights, Societal Action and Advocacy 10,016 0.86%
International, Foreign Affairs and National Security 9,881 0.85%
Animal-Related 9,188 0.79%
Unknown 7,190 0.62%
Medical Research 2,487 0.21%
Social Science 1,969 0.17%
UNDEFINED 442 0.04%

Financial Summary

Metric Value
Total Assets (all organizations) $2,029,749,786,514
Median Assets $0
Organizations with Asset Data 1,161,560
Organizations with Zero Assets 769,223
Total Income $1,511,942,125,885
Median Income $0
Total Revenue $1,048,803,708,878
Median Revenue $99,335

Address Quality

Address Issue Count % of Total
Missing Address 1,161,560 100.00%
P.O. Box Addresses 0 0.00%
Rural Route Addresses 0 0.00%
Invalid State Code 1,191 0.10%

Date Coverage

Ruling Date Range

Metric Value
Earliest Ruling Date 1900-02-01
Latest Ruling Date 2019-11-01
Organizations with Ruling Date 1,145,314

Tax Period Year Distribution

Data Issues

No Data Issues Detected

All expected columns are present and no critical field issues were found.

Report Metadata

Property Value
Report Generated 2026-05-06 14:54:31
Pipeline Timestamp 2026-05-06 14:54:00
Row Preservation Check Passed
Overall Completeness 58.6%
Overall Result PASSED

Generated by BMF Pipeline Quality System