Upload calibration/runs/1.75.7_f7026898_20260410_011801/diagnostics/national_validation.txt with huggingface_hub
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calibration/runs/1.75.7_f7026898_20260410_011801/diagnostics/national_validation.txt
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| 1 |
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Loading /staging/1.75.7_f7026898_20260410_011801/national/US.h5...
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| 2 |
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Households in file: 102,786
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======================================================================
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NATIONAL H5 VALUES
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======================================================================
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| 7 |
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adjusted_gross_income $15,830,058,755,125
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employment_income $10,338,704,858,701
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| 9 |
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self_employment_income $-2,485,199,299,251
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tax_unit_partnership_s_corp_income $-748,436,963,981
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taxable_pension_income $977,239,228,758
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dividend_income $3,614,829,967,413
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net_capital_gains $-7,632,773,272,649
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rental_income $218,367,073,952
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taxable_interest_income $1,485,695,755,316
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social_security $1,413,728,998,254
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snap $ 91,256,086,700
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ssi $ 57,255,233,935
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income_tax_before_credits $2,675,563,337,047
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ctc $137,044,070,254
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eitc $ 62,070,579,387
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non_refundable_ctc $100,475,545,083
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refundable_ctc $ 36,568,525,336
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real_estate_taxes $458,109,100,596
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rent $664,879,692,064
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is_pregnant 0
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ctc_qualifying_children 65,515,693
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person_count 341,226,934
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household_count 124,391,265
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======================================================================
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COMPARISON TO REFERENCE VALUES
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======================================================================
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person_count 341,226,934 ref ~335M (+1.9%)
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household_count 124,391,265 ref ~130M (-4.3%)
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adjusted_gross_income $15,830,058,755,125 ref ~$15T (+5.5%)
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employment_income $10,338,704,858,701 ref ~$10T (+3.4%)
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social_security $1,413,728,998,254 ref ~$1.2T (+17.8%)
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snap $ 91,256,086,700 ref ~$110B (-17.0%)
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ssi $ 57,255,233,935 ref ~$60B (-4.6%)
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eitc $ 62,070,579,387 ref ~$60B (+3.5%)
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income_tax_before_credits $2,675,563,337,047 ref ~$4T (-33.1%) ***
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refundable_ctc $ 36,568,525,336 ref IRS SOI 2022 $33.1B (+10.6%)
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non_refundable_ctc $100,475,545,083 ref IRS SOI 2022 $81.6B (+23.1%)
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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 22.70M 3.35M 3.35M 0.08M 3.35M $8.7B $0.1B $8.7B
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| 53 |
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$1-$10k 20.76M 5.39M 3.66M 1.07M 3.66M $11.2B $0.5B $10.7B
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| 54 |
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$10k-$25k 24.74M 10.87M 7.64M 6.01M 7.64M $23.7B $9.9B $13.8B
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| 55 |
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$25k-$50k 31.65M 16.52M 9.79M 8.07M 9.79M $35.6B $19.8B $15.8B
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| 56 |
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$50k-$75k 25.58M 5.92M 4.45M 1.57M 4.45M $12.7B $3.4B $9.4B
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| 57 |
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$75k-$100k 14.81M 5.22M 3.51M 0.70M 3.51M $12.3B $2.4B $9.9B
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| 58 |
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$100k-$200k 26.21M 12.24M 10.08M 0.21M 10.08M $27.4B $0.5B $26.9B
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| 59 |
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$200k-$500k 13.00M 3.98M 2.61M 0.00M 2.61M $5.3B $0.0B $5.3B
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| 60 |
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$500k+ 2.57M 2.02M 0.02M 0.00M 0.02M $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 88.63M 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 13.55M 19.93M 13.18M 6.89M 13.18M $42.1B $12.5B $29.6B
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| 68 |
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Joint / surviving spouse 77.05M 45.59M 31.84M 10.83M 31.84M $94.9B $24.1B $70.8B
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| 69 |
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Separate 2.79M 0.00M 0.09M 0.00M 0.09M $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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| 76 |
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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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