Upload calibration/runs/1.75.8_fd8cb99d_20260410_134137/diagnostics/national_validation.txt with huggingface_hub
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calibration/runs/1.75.8_fd8cb99d_20260410_134137/diagnostics/national_validation.txt
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| 1 |
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Loading /staging/1.75.8_fd8cb99d_20260410_134137/national/US.h5...
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| 2 |
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Households in file: 104,974
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======================================================================
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NATIONAL H5 VALUES
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======================================================================
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adjusted_gross_income $15,715,782,646,112
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employment_income $10,536,699,653,102
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| 9 |
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self_employment_income $-1,565,930,136,053
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tax_unit_partnership_s_corp_income $-464,230,785,983
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taxable_pension_income $976,976,323,592
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dividend_income $1,135,356,346,833
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net_capital_gains $-1,120,340,309,996
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rental_income $ 13,152,661,281
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taxable_interest_income $816,417,033,816
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social_security $1,381,939,699,480
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snap $ 92,622,579,298
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ssi $ 57,611,803,121
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income_tax_before_credits $2,415,380,915,186
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ctc $139,138,396,868
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eitc $ 60,478,002,822
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non_refundable_ctc $102,636,130,115
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refundable_ctc $ 36,502,266,834
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real_estate_taxes $460,055,723,591
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rent $691,807,620,420
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is_pregnant 0
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ctc_qualifying_children 65,083,050
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person_count 341,024,107
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household_count 124,659,746
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======================================================================
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COMPARISON TO REFERENCE VALUES
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======================================================================
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person_count 341,024,107 ref ~335M (+1.8%)
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household_count 124,659,746 ref ~130M (-4.1%)
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adjusted_gross_income $15,715,782,646,112 ref ~$15T (+4.8%)
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employment_income $10,536,699,653,102 ref ~$10T (+5.4%)
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social_security $1,381,939,699,480 ref ~$1.2T (+15.2%)
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snap $ 92,622,579,298 ref ~$110B (-15.8%)
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ssi $ 57,611,803,121 ref ~$60B (-4.0%)
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eitc $ 60,478,002,822 ref ~$60B (+0.8%)
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income_tax_before_credits $2,415,380,915,186 ref ~$4T (-39.6%) ***
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refundable_ctc $ 36,502,266,834 ref IRS SOI 2022 $33.1B (+10.4%)
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non_refundable_ctc $102,636,130,115 ref IRS SOI 2022 $81.6B (+25.8%)
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*** = >30% deviation from reference. Investigate further.
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======================================================================
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CTC DIAGNOSTICS BY AGI BAND
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======================================================================
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group tax_unit_count ctc_qualifying_children ctc_recipient_count refundable_ctc_recipient_count non_refundable_ctc_recipient_count ctc refundable_ctc non_refundable_ctc
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| 52 |
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<$1 20.03M 3.99M 4.20M 0.15M 4.20M $10.1B $0.3B $9.8B
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| 53 |
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$1-$10k 20.64M 4.84M 4.41M 1.24M 4.41M $11.0B $0.6B $10.3B
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| 54 |
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$10k-$25k 20.97M 15.26M 8.10M 6.93M 8.10M $33.0B $12.2B $20.8B
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| 55 |
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$25k-$50k 32.44M 13.36M 9.58M 7.91M 9.58M $29.8B $18.0B $11.8B
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| 56 |
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$50k-$75k 25.01M 5.33M 3.95M 1.60M 3.95M $12.5B $3.6B $8.9B
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| 57 |
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$75k-$100k 14.68M 4.80M 3.53M 0.45M 3.53M $10.9B $1.4B $9.5B
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| 58 |
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$100k-$200k 27.28M 11.95M 10.47M 0.13M 10.47M $26.9B $0.4B $26.5B
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| 59 |
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$200k-$500k 12.98M 3.57M 2.87M 0.00M 2.87M $4.9B $0.0B $4.9B
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| 60 |
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$500k+ 2.60M 1.99M 0.01M 0.00M 0.01M $0.0B $0.0B $0.0B
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| 61 |
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| 62 |
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======================================================================
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| 63 |
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CTC DIAGNOSTICS BY FILING STATUS
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| 64 |
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======================================================================
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| 65 |
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group tax_unit_count ctc_qualifying_children ctc_recipient_count refundable_ctc_recipient_count non_refundable_ctc_recipient_count ctc refundable_ctc non_refundable_ctc
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| 66 |
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Single 80.23M 0.00M 0.00M 0.00M 0.00M $0.0B $0.0B $0.0B
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| 67 |
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Head of household 12.61M 20.61M 12.12M 6.72M 12.12M $44.8B $12.4B $32.5B
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| 68 |
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Joint / surviving spouse 81.16M 44.48M 34.99M 11.70M 34.99M $94.3B $24.1B $70.2B
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| 69 |
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Separate 2.62M 0.00M 0.01M 0.00M 0.01M $0.0B $0.0B $0.0B
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| 70 |
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Other 0.00M 0.00M 0.00M 0.00M 0.00M $0.0B $0.0B $0.0B
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| 71 |
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======================================================================
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STRUCTURAL CHECKS
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| 74 |
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======================================================================
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[PASS] weight_non_negativity:
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[PASS] person_id_uniqueness:
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| 77 |
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[PASS] household_id_uniqueness:
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| 78 |
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[PASS] tax_unit_id_uniqueness:
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| 79 |
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[PASS] spm_unit_id_uniqueness:
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| 80 |
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[PASS] person_household_mapping:
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| 81 |
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[PASS] boolean_takeup_takes_up_snap_if_eligible:
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| 82 |
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[PASS] boolean_takeup_takes_up_ssi_if_eligible:
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| 83 |
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[PASS] boolean_takeup_takes_up_aca_if_eligible:
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| 84 |
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[PASS] boolean_takeup_takes_up_medicaid_if_eligible:
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| 85 |
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[PASS] boolean_takeup_takes_up_tanf_if_eligible:
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| 86 |
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[PASS] boolean_takeup_takes_up_head_start_if_eligible:
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| 87 |
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[PASS] boolean_takeup_takes_up_early_head_start_if_eligible:
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| 88 |
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[PASS] boolean_takeup_takes_up_dc_ptc:
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| 89 |
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14/14 passed, 0 failed
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