diff --git a/policyengine_uk/parameters/gov/hmrc/income_tax/earned_taxable_income_exclusions.yaml b/policyengine_uk/parameters/gov/hmrc/income_tax/earned_taxable_income_exclusions.yaml index b9857aaa9..ff128f686 100644 --- a/policyengine_uk/parameters/gov/hmrc/income_tax/earned_taxable_income_exclusions.yaml +++ b/policyengine_uk/parameters/gov/hmrc/income_tax/earned_taxable_income_exclusions.yaml @@ -4,6 +4,7 @@ values: - taxable_savings_interest_income - taxable_dividend_income - received_allowances_earned_income + - marriage_allowance metadata: unit: list diff --git a/policyengine_uk/variables/gov/hmrc/income_tax/allowances/allowances.py b/policyengine_uk/variables/gov/hmrc/income_tax/allowances/allowances.py index 3243c3294..159468262 100644 --- a/policyengine_uk/variables/gov/hmrc/income_tax/allowances/allowances.py +++ b/policyengine_uk/variables/gov/hmrc/income_tax/allowances/allowances.py @@ -235,5 +235,4 @@ class allowances(Variable): "charitable_investment_gifts", "other_deductions", "pension_contributions_relief", - "marriage_allowance" ] diff --git a/test9.ipynb b/test9.ipynb index 9fe581281..9eba4631e 100644 --- a/test9.ipynb +++ b/test9.ipynb @@ -30,7 +30,7 @@ { "data": { "text/plain": [ - "195.47995283463052" + "195.48206357797875" ] }, "execution_count": 3, @@ -131,11 +131,11 @@ " \n", " \n", " \n", - " 244954\n", - " 167188\n", - " 167042\n", - " 441029\n", - " 401779\n", + " 204501\n", + " 668506\n", + " 769908\n", + " 770166\n", + " 591136\n", " \n", " \n", " \n", @@ -149,11 +149,11 @@ " \n", " \n", " AGERANGE\n", - " 6\n", - " 3\n", - " 2\n", " 4\n", - " 1\n", + " 7\n", + " 5\n", + " 7\n", + " 7\n", " \n", " \n", " BPADUE\n", @@ -169,7 +169,7 @@ " 0\n", " 0\n", " 0\n", - " 41000\n", + " 0\n", " \n", " \n", " COVNTS\n", @@ -191,39 +191,39 @@ " DIVIDENDS\n", " 0\n", " 0\n", - " 0\n", - " 90\n", - " 0\n", + " 18600\n", + " 350\n", + " 29600\n", " \n", " \n", " DSHIPS\n", " 3\n", " 3\n", - " 3\n", + " 1\n", " 3\n", " 3\n", " \n", " \n", " EIDF\n", + " 315\n", + " 0\n", + " 0\n", " 0\n", - " 505\n", - " 640\n", " 0\n", - " 90\n", " \n", " \n", " EMPINC\n", + " 12060\n", " 0\n", - " 13500\n", - " 12400\n", + " 41300\n", " 0\n", - " 28090\n", + " 2150\n", " \n", " \n", " EPB\n", " 0\n", " 0\n", - " 0\n", + " 32900\n", " 0\n", " 0\n", " \n", @@ -237,7 +237,7 @@ " \n", " \n", " EXPS\n", - " 0\n", + " 740\n", " 0\n", " 0\n", " 0\n", @@ -245,11 +245,11 @@ " \n", " \n", " FACT\n", - " 103.8659\n", - " 125.4422\n", " 125.4422\n", + " 25.739566\n", + " 10.267938\n", " 10.252325\n", - " 25.833991\n", + " 25.539031\n", " \n", " \n", " GIFTAID\n", @@ -257,7 +257,7 @@ " 0\n", " 0\n", " 0\n", - " 0\n", + " 1660\n", " \n", " \n", " GIFTINV\n", @@ -269,11 +269,11 @@ " \n", " \n", " GORCODE\n", - " 6\n", + " 3\n", " 7\n", - " 8\n", - " 1\n", - " 2\n", + " 3\n", + " 4\n", + " 5\n", " \n", " \n", " IIDF\n", @@ -281,15 +281,15 @@ " 0\n", " 0\n", " 0\n", - " 0\n", + " 1660\n", " \n", " \n", " INCBBS\n", - " 5\n", - " 5\n", " 0\n", - " 7570\n", " 0\n", + " 0\n", + " 0\n", + " 27200\n", " \n", " \n", " INCPBEN\n", @@ -303,17 +303,17 @@ " INCPROP\n", " 0\n", " 0\n", - " 0\n", + " 3800\n", " 0\n", " 0\n", " \n", " \n", " INDUSTRY07\n", - " 1600\n", - " Q\n", " Q\n", " 1600\n", - " K\n", + " G\n", + " 1600\n", + " 1600\n", " \n", " \n", " LLIR_RESTRICT_AMT_TOT\n", @@ -333,25 +333,25 @@ " \n", " \n", " MAIND\n", - " 1\n", - " 1\n", + " 0\n", + " 0\n", " 0\n", " 0\n", " 0\n", " \n", " \n", " MAINSRCE\n", - " 2\n", " 1\n", + " 5\n", " 1\n", " 2\n", - " 3\n", + " 2\n", " \n", " \n", " MAR\n", " STBR\n", - " STBR\n", - " STBR\n", + " NSHR\n", + " NSHR\n", " NSHR\n", " NSHR\n", " \n", @@ -377,7 +377,7 @@ " 0\n", " 0\n", " 0\n", - " 28000\n", + " 2150\n", " \n", " \n", " OSSBEN\n", @@ -398,42 +398,42 @@ " \n", " OTHERINV\n", " 0\n", - " 0\n", - " 0\n", - " 65800\n", - " 18000\n", + " 35700\n", + " 29700\n", + " 82400\n", + " 730\n", " \n", " \n", " PAS\n", + " 11250\n", " 12500\n", " 12500\n", - " 11250\n", - " 12270\n", + " 11000\n", " 12500\n", " \n", " \n", " PAY\n", + " 12800\n", + " 0\n", + " 8400\n", " 0\n", - " 13500\n", - " 12400\n", " 0\n", - " 90\n", " \n", " \n", " PENSION\n", - " 3490\n", " 0\n", + " 35700\n", " 0\n", - " 27000\n", - " 0\n", + " 10600\n", + " 9430\n", " \n", " \n", " PENSRLF\n", + " 315\n", + " 0\n", + " 0\n", " 0\n", - " 505\n", - " 640\n", " 0\n", - " 90\n", " \n", " \n", " PROFITS\n", @@ -441,7 +441,7 @@ " 0\n", " 0\n", " 0\n", - " 51000\n", + " 0\n", " \n", " \n", " PSAV_XS\n", @@ -465,7 +465,7 @@ " 0\n", " 0\n", " 0\n", - " 1\n", + " 0\n", " \n", " \n", " SEISS\n", @@ -477,43 +477,43 @@ " \n", " \n", " SEX\n", - " 1\n", - " 2\n", " 2\n", " 1\n", " 1\n", + " 2\n", + " 1\n", " \n", " \n", " SPA\n", - " 1\n", - " 0\n", - " 0\n", " 0\n", + " 1\n", " 0\n", + " 1\n", + " 1\n", " \n", " \n", " SREF\n", - " 15308917\n", - " 15230975\n", - " 15230829\n", - " 15511116\n", - " 15466405\n", + " 15268377\n", + " 15769902\n", + " 15885515\n", + " 15885802\n", + " 15681873\n", " \n", " \n", " SRP\n", - " 9520\n", - " 0\n", " 0\n", " 0\n", " 0\n", + " 9650\n", + " 16900\n", " \n", " \n", " TAX_CRED\n", " 0\n", + " 6300\n", " 0\n", " 0\n", - " 0\n", - " 0\n", + " 255\n", " \n", " \n", " TAX_ST_AR_DEVO_TXP\n", @@ -534,10 +534,10 @@ " \n", " TAX_ST_BR_DEVO_TXP\n", " 100\n", - " 100\n", - " 100\n", - " 2945\n", - " 5100\n", + " 2810\n", + " 6520\n", + " 1850\n", + " 2825\n", " \n", " \n", " TAX_ST_BR_DEVO_WRIT\n", @@ -581,16 +581,16 @@ " \n", " \n", " TAXINC\n", - " 515\n", - " 500\n", - " 510\n", - " 88195\n", - " 43500\n", + " 495\n", + " 58900\n", + " 80900\n", + " 92000\n", + " 71850\n", " \n", " \n", " TAXPAYER\n", - " 2\n", - " 2\n", + " 1\n", + " 1\n", " 1\n", " 1\n", " 1\n", @@ -605,35 +605,35 @@ " \n", " \n", " TEI\n", - " 13010\n", - " 13500\n", - " 12400\n", - " 27000\n", - " 38090\n", + " 12060\n", + " 35700\n", + " 41300\n", + " 20250\n", + " 28480\n", " \n", " \n", " TI\n", - " 13015\n", - " 13500\n", - " 12400\n", - " 100460\n", - " 56090\n", + " 12060\n", + " 71400\n", + " 93400\n", + " 103000\n", + " 86010\n", " \n", " \n", " TII\n", - " 5\n", - " 5\n", " 0\n", - " 73460\n", - " 18000\n", + " 35700\n", + " 52100\n", + " 82750\n", + " 57530\n", " \n", " \n", " TOTTAX_DEVO_TXP\n", " 100\n", - " 100\n", - " 100\n", - " 27640\n", - " 9800\n", + " 9660\n", + " 22715\n", + " 29060\n", + " 18015\n", " \n", " \n", " UBISJA\n", @@ -653,23 +653,23 @@ " \n", " \n", " zzz_policyengine_adjusted_net_income\n", - " 13015.0\n", - " 13505.0\n", - " 12400.0\n", - " 100460.0\n", - " 56090.0\n", + " 12060.0\n", + " 71400.0\n", + " 93400.0\n", + " 103000.0\n", + " 86010.0\n", " \n", " \n", " zzz_policyengine_earned_taxable_income\n", " 0.0\n", - " 0.0\n", - " 0.0\n", - " 14730.0\n", - " 25500.0\n", + " 23200.0\n", + " 32600.0\n", + " 9250.0\n", + " 14320.0\n", " \n", " \n", " zzz_policyengine_employment_deductions\n", - " 0.0\n", + " 740.0\n", " 0.0\n", " 0.0\n", " 0.0\n", @@ -681,20 +681,20 @@ " 0.0\n", " 0.0\n", " 0.0\n", - " 0.0\n", + " 1660.0\n", " \n", " \n", " zzz_policyengine_income_tax\n", " 0.0\n", - " 0.0\n", - " 0.0\n", - " 27540.0\n", - " 9700.0\n", + " 9560.0\n", + " 22615.0\n", + " 28960.0\n", + " 17915.0\n", " \n", " \n", " zzz_policyengine_marriage_allowance\n", - " 1250.0\n", - " 1250.0\n", + " 0.0\n", + " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", @@ -702,26 +702,26 @@ " \n", " zzz_policyengine_other_tax_credits\n", " 0.0\n", + " 6300.0\n", " 0.0\n", " 0.0\n", - " 0.0\n", - " 0.0\n", + " 255.0\n", " \n", " \n", " zzz_policyengine_personal_allowance\n", " 12500.0\n", " 12500.0\n", " 12500.0\n", - " 12270.0\n", + " 11000.0\n", " 12500.0\n", " \n", " \n", " zzz_policyengine_received_allowances\n", - " 13015.0\n", - " 13505.0\n", - " 12400.0\n", - " 12270.0\n", - " 12590.0\n", + " 12060.0\n", + " 12500.0\n", + " 12500.0\n", + " 11000.0\n", + " 14160.0\n", " \n", " \n", " zzz_policyengine_received_allowances_dividend_income\n", @@ -733,16 +733,16 @@ " \n", " \n", " zzz_policyengine_received_allowances_earned_income\n", - " 13010.0\n", - " 13500.0\n", - " 12400.0\n", - " 12270.0\n", - " 12590.0\n", + " 12060.0\n", + " 12500.0\n", + " 12500.0\n", + " 11000.0\n", + " 14160.0\n", " \n", " \n", " zzz_policyengine_received_allowances_savings_income\n", - " 5.0\n", - " 5.0\n", + " 0.0\n", + " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", @@ -750,307 +750,307 @@ " \n", " zzz_policyengine_savings_allowance\n", " 1000.0\n", - " 1000.0\n", - " 1000.0\n", + " 500.0\n", + " 500.0\n", " 500.0\n", " 500.0\n", " \n", " \n", " zzz_policyengine_taxable_employment_income\n", + " 12060.0\n", + " 0.0\n", + " 41300.0\n", " 0.0\n", - " 13500.0\n", - " 12400.0\n", " 0.0\n", - " 90.0\n", " \n", " \n", " zzz_policyengine_taxable_savings_interest_income\n", - " 5.0\n", - " 5.0\n", " 0.0\n", - " 73370.0\n", - " 18000.0\n", + " 35700.0\n", + " 29700.0\n", + " 82400.0\n", + " 27930.0\n", " \n", " \n", " zzz_policyengine_taxed_dividend_income\n", " 0.0\n", " 0.0\n", + " 16600.0\n", " 0.0\n", - " 0.0\n", - " 0.0\n", + " 27600.0\n", " \n", " \n", " zzz_policyengine_taxed_income\n", " 0.0\n", - " 0.0\n", - " 0.0\n", - " 87600.0\n", - " 43000.0\n", + " 58400.0\n", + " 78400.0\n", + " 91150.0\n", + " 69350.0\n", " \n", " \n", " zzz_policyengine_taxed_savings_income\n", " 0.0\n", - " 0.0\n", - " 0.0\n", - " 72870.0\n", - " 17500.0\n", + " 35200.0\n", + " 29200.0\n", + " 81900.0\n", + " 27430.0\n", " \n", " \n", "\n", "" ], "text/plain": [ - " 244954 167188 \\\n", - "abs_error 100.0 100.0 \n", - "AGERANGE 6 3 \n", - "BPADUE 0 0 \n", - "CAPALL 0 0 \n", - "COVNTS 0 0 \n", - "DEFICIEN 0 0 \n", - "DIVIDENDS 0 0 \n", - "DSHIPS 3 3 \n", - "EIDF 0 505 \n", - "EMPINC 0 13500 \n", - "EPB 0 0 \n", - "error -100.0 -100.0 \n", - "EXPS 0 0 \n", - "FACT 103.8659 125.4422 \n", - "GIFTAID 0 0 \n", - "GIFTINV 0 0 \n", - "GORCODE 6 7 \n", - "IIDF 0 0 \n", - "INCBBS 5 5 \n", - "INCPBEN 0 0 \n", - "INCPROP 0 0 \n", - "INDUSTRY07 1600 Q \n", - "LLIR_RESTRICT_AMT_TOT 0 0 \n", - "LOSSBF 0 0 \n", - "MAIND 1 1 \n", - "MAINSRCE 2 1 \n", - "MAR STBR STBR \n", - "MCAS 0 0 \n", - "MOTHDED 0 0 \n", - "MOTHINC 0 0 \n", - "OSSBEN 0 0 \n", - "OTHERINC 0 0 \n", - "OTHERINV 0 0 \n", - "PAS 12500 12500 \n", - "PAY 0 13500 \n", - "PENSION 3490 0 \n", - "PENSRLF 0 505 \n", - "PROFITS 0 0 \n", - "PSAV_XS 0 0 \n", - "SCOT_TXP 0 0 \n", - "SEINC_NUM 0 0 \n", - "SEISS 0 0 \n", - "SEX 1 2 \n", - "SPA 1 0 \n", - "SREF 15308917 15230975 \n", - "SRP 9520 0 \n", - "TAX_CRED 0 0 \n", - "TAX_ST_AR_DEVO_TXP 0 0 \n", - "TAX_ST_AR_DEVO_WRIT 0 0 \n", - "TAX_ST_BR_DEVO_TXP 100 100 \n", - "TAX_ST_BR_DEVO_WRIT 0 0 \n", - "TAX_ST_HR_DEVO_TXP 0 0 \n", - "TAX_ST_HR_DEVO_WRIT 0 0 \n", - "TAX_ST_IR_DEVO_TXP 0 0 \n", - "TAX_ST_SR_DEVO_TXP 0 0 \n", - "TAXINC 515 500 \n", - "TAXPAYER 2 2 \n", - "TAXTERM 0 0 \n", - "TEI 13010 13500 \n", - "TI 13015 13500 \n", - "TII 5 5 \n", - "TOTTAX_DEVO_TXP 100 100 \n", - "UBISJA 0 0 \n", - "WELSH_TXP 0 0 \n", - "zzz_policyengine_adjusted_net_income 13015.0 13505.0 \n", - "zzz_policyengine_earned_taxable_income 0.0 0.0 \n", - "zzz_policyengine_employment_deductions 0.0 0.0 \n", - "zzz_policyengine_gift_aid 0.0 0.0 \n", - "zzz_policyengine_income_tax 0.0 0.0 \n", - "zzz_policyengine_marriage_allowance 1250.0 1250.0 \n", - "zzz_policyengine_other_tax_credits 0.0 0.0 \n", - "zzz_policyengine_personal_allowance 12500.0 12500.0 \n", - "zzz_policyengine_received_allowances 13015.0 13505.0 \n", - "zzz_policyengine_received_allowances_dividend_i... 0.0 0.0 \n", - "zzz_policyengine_received_allowances_earned_income 13010.0 13500.0 \n", - "zzz_policyengine_received_allowances_savings_in... 5.0 5.0 \n", - "zzz_policyengine_savings_allowance 1000.0 1000.0 \n", - "zzz_policyengine_taxable_employment_income 0.0 13500.0 \n", - "zzz_policyengine_taxable_savings_interest_income 5.0 5.0 \n", - "zzz_policyengine_taxed_dividend_income 0.0 0.0 \n", - "zzz_policyengine_taxed_income 0.0 0.0 \n", - "zzz_policyengine_taxed_savings_income 0.0 0.0 \n", - "\n", - " 167042 441029 \\\n", + " 204501 668506 \\\n", "abs_error 100.0 100.0 \n", - "AGERANGE 2 4 \n", + "AGERANGE 4 7 \n", "BPADUE 0 0 \n", "CAPALL 0 0 \n", "COVNTS 0 0 \n", "DEFICIEN 0 0 \n", - "DIVIDENDS 0 90 \n", + "DIVIDENDS 0 0 \n", "DSHIPS 3 3 \n", - "EIDF 640 0 \n", - "EMPINC 12400 0 \n", + "EIDF 315 0 \n", + "EMPINC 12060 0 \n", "EPB 0 0 \n", "error -100.0 -100.0 \n", - "EXPS 0 0 \n", - "FACT 125.4422 10.252325 \n", + "EXPS 740 0 \n", + "FACT 125.4422 25.739566 \n", "GIFTAID 0 0 \n", "GIFTINV 0 0 \n", - "GORCODE 8 1 \n", + "GORCODE 3 7 \n", "IIDF 0 0 \n", - "INCBBS 0 7570 \n", + "INCBBS 0 0 \n", "INCPBEN 0 0 \n", "INCPROP 0 0 \n", "INDUSTRY07 Q 1600 \n", "LLIR_RESTRICT_AMT_TOT 0 0 \n", "LOSSBF 0 0 \n", "MAIND 0 0 \n", - "MAINSRCE 1 2 \n", + "MAINSRCE 1 5 \n", "MAR STBR NSHR \n", "MCAS 0 0 \n", "MOTHDED 0 0 \n", "MOTHINC 0 0 \n", "OSSBEN 0 0 \n", "OTHERINC 0 0 \n", - "OTHERINV 0 65800 \n", - "PAS 11250 12270 \n", - "PAY 12400 0 \n", - "PENSION 0 27000 \n", - "PENSRLF 640 0 \n", + "OTHERINV 0 35700 \n", + "PAS 11250 12500 \n", + "PAY 12800 0 \n", + "PENSION 0 35700 \n", + "PENSRLF 315 0 \n", "PROFITS 0 0 \n", "PSAV_XS 0 0 \n", "SCOT_TXP 0 0 \n", "SEINC_NUM 0 0 \n", "SEISS 0 0 \n", "SEX 2 1 \n", - "SPA 0 0 \n", - "SREF 15230829 15511116 \n", + "SPA 0 1 \n", + "SREF 15268377 15769902 \n", "SRP 0 0 \n", - "TAX_CRED 0 0 \n", + "TAX_CRED 0 6300 \n", "TAX_ST_AR_DEVO_TXP 0 0 \n", "TAX_ST_AR_DEVO_WRIT 0 0 \n", - "TAX_ST_BR_DEVO_TXP 100 2945 \n", + "TAX_ST_BR_DEVO_TXP 100 2810 \n", "TAX_ST_BR_DEVO_WRIT 0 0 \n", "TAX_ST_HR_DEVO_TXP 0 0 \n", "TAX_ST_HR_DEVO_WRIT 0 0 \n", "TAX_ST_IR_DEVO_TXP 0 0 \n", "TAX_ST_SR_DEVO_TXP 0 0 \n", - "TAXINC 510 88195 \n", + "TAXINC 495 58900 \n", "TAXPAYER 1 1 \n", "TAXTERM 0 0 \n", - "TEI 12400 27000 \n", - "TI 12400 100460 \n", - "TII 0 73460 \n", - "TOTTAX_DEVO_TXP 100 27640 \n", + "TEI 12060 35700 \n", + "TI 12060 71400 \n", + "TII 0 35700 \n", + "TOTTAX_DEVO_TXP 100 9660 \n", "UBISJA 0 0 \n", "WELSH_TXP 0 0 \n", - "zzz_policyengine_adjusted_net_income 12400.0 100460.0 \n", - "zzz_policyengine_earned_taxable_income 0.0 14730.0 \n", - "zzz_policyengine_employment_deductions 0.0 0.0 \n", + "zzz_policyengine_adjusted_net_income 12060.0 71400.0 \n", + "zzz_policyengine_earned_taxable_income 0.0 23200.0 \n", + "zzz_policyengine_employment_deductions 740.0 0.0 \n", "zzz_policyengine_gift_aid 0.0 0.0 \n", - "zzz_policyengine_income_tax 0.0 27540.0 \n", + "zzz_policyengine_income_tax 0.0 9560.0 \n", "zzz_policyengine_marriage_allowance 0.0 0.0 \n", - "zzz_policyengine_other_tax_credits 0.0 0.0 \n", - "zzz_policyengine_personal_allowance 12500.0 12270.0 \n", - "zzz_policyengine_received_allowances 12400.0 12270.0 \n", + "zzz_policyengine_other_tax_credits 0.0 6300.0 \n", + "zzz_policyengine_personal_allowance 12500.0 12500.0 \n", + "zzz_policyengine_received_allowances 12060.0 12500.0 \n", "zzz_policyengine_received_allowances_dividend_i... 0.0 0.0 \n", - "zzz_policyengine_received_allowances_earned_income 12400.0 12270.0 \n", + "zzz_policyengine_received_allowances_earned_income 12060.0 12500.0 \n", "zzz_policyengine_received_allowances_savings_in... 0.0 0.0 \n", "zzz_policyengine_savings_allowance 1000.0 500.0 \n", - "zzz_policyengine_taxable_employment_income 12400.0 0.0 \n", - "zzz_policyengine_taxable_savings_interest_income 0.0 73370.0 \n", + "zzz_policyengine_taxable_employment_income 12060.0 0.0 \n", + "zzz_policyengine_taxable_savings_interest_income 0.0 35700.0 \n", "zzz_policyengine_taxed_dividend_income 0.0 0.0 \n", - "zzz_policyengine_taxed_income 0.0 87600.0 \n", - "zzz_policyengine_taxed_savings_income 0.0 72870.0 \n", + "zzz_policyengine_taxed_income 0.0 58400.0 \n", + "zzz_policyengine_taxed_savings_income 0.0 35200.0 \n", + "\n", + " 769908 770166 \\\n", + "abs_error 100.0 100.0 \n", + "AGERANGE 5 7 \n", + "BPADUE 0 0 \n", + "CAPALL 0 0 \n", + "COVNTS 0 0 \n", + "DEFICIEN 0 0 \n", + "DIVIDENDS 18600 350 \n", + "DSHIPS 1 3 \n", + "EIDF 0 0 \n", + "EMPINC 41300 0 \n", + "EPB 32900 0 \n", + "error -100.0 -100.0 \n", + "EXPS 0 0 \n", + "FACT 10.267938 10.252325 \n", + "GIFTAID 0 0 \n", + "GIFTINV 0 0 \n", + "GORCODE 3 4 \n", + "IIDF 0 0 \n", + "INCBBS 0 0 \n", + "INCPBEN 0 0 \n", + "INCPROP 3800 0 \n", + "INDUSTRY07 G 1600 \n", + "LLIR_RESTRICT_AMT_TOT 0 0 \n", + "LOSSBF 0 0 \n", + "MAIND 0 0 \n", + "MAINSRCE 1 2 \n", + "MAR NSHR NSHR \n", + "MCAS 0 0 \n", + "MOTHDED 0 0 \n", + "MOTHINC 0 0 \n", + "OSSBEN 0 0 \n", + "OTHERINC 0 0 \n", + "OTHERINV 29700 82400 \n", + "PAS 12500 11000 \n", + "PAY 8400 0 \n", + "PENSION 0 10600 \n", + "PENSRLF 0 0 \n", + "PROFITS 0 0 \n", + "PSAV_XS 0 0 \n", + "SCOT_TXP 0 0 \n", + "SEINC_NUM 0 0 \n", + "SEISS 0 0 \n", + "SEX 1 2 \n", + "SPA 0 1 \n", + "SREF 15885515 15885802 \n", + "SRP 0 9650 \n", + "TAX_CRED 0 0 \n", + "TAX_ST_AR_DEVO_TXP 0 0 \n", + "TAX_ST_AR_DEVO_WRIT 0 0 \n", + "TAX_ST_BR_DEVO_TXP 6520 1850 \n", + "TAX_ST_BR_DEVO_WRIT 0 0 \n", + "TAX_ST_HR_DEVO_TXP 0 0 \n", + "TAX_ST_HR_DEVO_WRIT 0 0 \n", + "TAX_ST_IR_DEVO_TXP 0 0 \n", + "TAX_ST_SR_DEVO_TXP 0 0 \n", + "TAXINC 80900 92000 \n", + "TAXPAYER 1 1 \n", + "TAXTERM 0 0 \n", + "TEI 41300 20250 \n", + "TI 93400 103000 \n", + "TII 52100 82750 \n", + "TOTTAX_DEVO_TXP 22715 29060 \n", + "UBISJA 0 0 \n", + "WELSH_TXP 0 0 \n", + "zzz_policyengine_adjusted_net_income 93400.0 103000.0 \n", + "zzz_policyengine_earned_taxable_income 32600.0 9250.0 \n", + "zzz_policyengine_employment_deductions 0.0 0.0 \n", + "zzz_policyengine_gift_aid 0.0 0.0 \n", + "zzz_policyengine_income_tax 22615.0 28960.0 \n", + "zzz_policyengine_marriage_allowance 0.0 0.0 \n", + "zzz_policyengine_other_tax_credits 0.0 0.0 \n", + "zzz_policyengine_personal_allowance 12500.0 11000.0 \n", + "zzz_policyengine_received_allowances 12500.0 11000.0 \n", + "zzz_policyengine_received_allowances_dividend_i... 0.0 0.0 \n", + "zzz_policyengine_received_allowances_earned_income 12500.0 11000.0 \n", + "zzz_policyengine_received_allowances_savings_in... 0.0 0.0 \n", + "zzz_policyengine_savings_allowance 500.0 500.0 \n", + "zzz_policyengine_taxable_employment_income 41300.0 0.0 \n", + "zzz_policyengine_taxable_savings_interest_income 29700.0 82400.0 \n", + "zzz_policyengine_taxed_dividend_income 16600.0 0.0 \n", + "zzz_policyengine_taxed_income 78400.0 91150.0 \n", + "zzz_policyengine_taxed_savings_income 29200.0 81900.0 \n", "\n", - " 401779 \n", + " 591136 \n", "abs_error 100.0 \n", - "AGERANGE 1 \n", + "AGERANGE 7 \n", "BPADUE 0 \n", - "CAPALL 41000 \n", + "CAPALL 0 \n", "COVNTS 0 \n", "DEFICIEN 0 \n", - "DIVIDENDS 0 \n", + "DIVIDENDS 29600 \n", "DSHIPS 3 \n", - "EIDF 90 \n", - "EMPINC 28090 \n", + "EIDF 0 \n", + "EMPINC 2150 \n", "EPB 0 \n", "error -100.0 \n", "EXPS 0 \n", - "FACT 25.833991 \n", - "GIFTAID 0 \n", + "FACT 25.539031 \n", + "GIFTAID 1660 \n", "GIFTINV 0 \n", - "GORCODE 2 \n", - "IIDF 0 \n", - "INCBBS 0 \n", + "GORCODE 5 \n", + "IIDF 1660 \n", + "INCBBS 27200 \n", "INCPBEN 0 \n", "INCPROP 0 \n", - "INDUSTRY07 K \n", + "INDUSTRY07 1600 \n", "LLIR_RESTRICT_AMT_TOT 0 \n", "LOSSBF 0 \n", "MAIND 0 \n", - "MAINSRCE 3 \n", + "MAINSRCE 2 \n", "MAR NSHR \n", "MCAS 0 \n", "MOTHDED 0 \n", - "MOTHINC 28000 \n", + "MOTHINC 2150 \n", "OSSBEN 0 \n", "OTHERINC 0 \n", - "OTHERINV 18000 \n", + "OTHERINV 730 \n", "PAS 12500 \n", - "PAY 90 \n", - "PENSION 0 \n", - "PENSRLF 90 \n", - "PROFITS 51000 \n", + "PAY 0 \n", + "PENSION 9430 \n", + "PENSRLF 0 \n", + "PROFITS 0 \n", "PSAV_XS 0 \n", "SCOT_TXP 0 \n", - "SEINC_NUM 1 \n", + "SEINC_NUM 0 \n", "SEISS 0 \n", "SEX 1 \n", - "SPA 0 \n", - "SREF 15466405 \n", - "SRP 0 \n", - "TAX_CRED 0 \n", + "SPA 1 \n", + "SREF 15681873 \n", + "SRP 16900 \n", + "TAX_CRED 255 \n", "TAX_ST_AR_DEVO_TXP 0 \n", "TAX_ST_AR_DEVO_WRIT 0 \n", - "TAX_ST_BR_DEVO_TXP 5100 \n", + "TAX_ST_BR_DEVO_TXP 2825 \n", "TAX_ST_BR_DEVO_WRIT 0 \n", "TAX_ST_HR_DEVO_TXP 0 \n", "TAX_ST_HR_DEVO_WRIT 0 \n", "TAX_ST_IR_DEVO_TXP 0 \n", "TAX_ST_SR_DEVO_TXP 0 \n", - "TAXINC 43500 \n", + "TAXINC 71850 \n", "TAXPAYER 1 \n", "TAXTERM 0 \n", - "TEI 38090 \n", - "TI 56090 \n", - "TII 18000 \n", - "TOTTAX_DEVO_TXP 9800 \n", + "TEI 28480 \n", + "TI 86010 \n", + "TII 57530 \n", + "TOTTAX_DEVO_TXP 18015 \n", "UBISJA 0 \n", "WELSH_TXP 0 \n", - "zzz_policyengine_adjusted_net_income 56090.0 \n", - "zzz_policyengine_earned_taxable_income 25500.0 \n", + "zzz_policyengine_adjusted_net_income 86010.0 \n", + "zzz_policyengine_earned_taxable_income 14320.0 \n", "zzz_policyengine_employment_deductions 0.0 \n", - "zzz_policyengine_gift_aid 0.0 \n", - "zzz_policyengine_income_tax 9700.0 \n", + "zzz_policyengine_gift_aid 1660.0 \n", + "zzz_policyengine_income_tax 17915.0 \n", "zzz_policyengine_marriage_allowance 0.0 \n", - "zzz_policyengine_other_tax_credits 0.0 \n", + "zzz_policyengine_other_tax_credits 255.0 \n", "zzz_policyengine_personal_allowance 12500.0 \n", - "zzz_policyengine_received_allowances 12590.0 \n", + "zzz_policyengine_received_allowances 14160.0 \n", "zzz_policyengine_received_allowances_dividend_i... 0.0 \n", - "zzz_policyengine_received_allowances_earned_income 12590.0 \n", + "zzz_policyengine_received_allowances_earned_income 14160.0 \n", "zzz_policyengine_received_allowances_savings_in... 0.0 \n", "zzz_policyengine_savings_allowance 500.0 \n", - "zzz_policyengine_taxable_employment_income 90.0 \n", - "zzz_policyengine_taxable_savings_interest_income 18000.0 \n", - "zzz_policyengine_taxed_dividend_income 0.0 \n", - "zzz_policyengine_taxed_income 43000.0 \n", - "zzz_policyengine_taxed_savings_income 17500.0 " + "zzz_policyengine_taxable_employment_income 0.0 \n", + "zzz_policyengine_taxable_savings_interest_income 27930.0 \n", + "zzz_policyengine_taxed_dividend_income 27600.0 \n", + "zzz_policyengine_taxed_income 69350.0 \n", + "zzz_policyengine_taxed_savings_income 27430.0 " ] }, "execution_count": 7, @@ -1076,10 +1076,10 @@ "data": { "text/plain": [ "abs_error\n", - "<=10 92.695427\n", - "<1000 4.807466\n", - ">=1000 1.670153\n", - "<100 0.826954\n", + "<=10 92.685731\n", + "<1000 4.806584\n", + ">=1000 1.671160\n", + "<100 0.836525\n", "Name: proportion, dtype: float64" ] }, @@ -2089,29 +2089,29 @@ " \n", " \n", " \n", - " 518132\n", - " 695519\n", - " 507862\n", - " 670307\n", - " 585148\n", + " 742750\n", + " 677745\n", + " 425233\n", + " 591040\n", + " 431699\n", " \n", " \n", " \n", " \n", " abs_error\n", - " 250.0\n", - " 250.0\n", - " 250.0\n", - " 250.0\n", - " 250.0\n", + " 249.0\n", + " 249.0\n", + " 248.0\n", + " 237.800003\n", + " 130.0\n", " \n", " \n", " AGERANGE\n", " 6\n", - " 3\n", - " 5\n", - " 5\n", - " 5\n", + " 6\n", + " 6\n", + " 6\n", + " 6\n", " \n", " \n", " BPADUE\n", @@ -2187,11 +2187,11 @@ " \n", " \n", " error\n", - " -250.0\n", - " -250.0\n", - " -250.0\n", - " -250.0\n", - " -250.0\n", + " -249.0\n", + " -249.0\n", + " -248.0\n", + " -237.800003\n", + " -130.0\n", " \n", " \n", " EXPS\n", @@ -2203,11 +2203,11 @@ " \n", " \n", " FACT\n", - " 45.529136\n", - " 45.529136\n", " 53.399523\n", " 53.399523\n", " 53.399523\n", + " 30.465637\n", + " 53.399523\n", " \n", " \n", " GIFTAID\n", @@ -2227,11 +2227,11 @@ " \n", " \n", " GORCODE\n", + " 9\n", + " 9\n", " 6\n", - " 14\n", - " 1\n", - " 14\n", - " 8\n", + " 11\n", + " 7\n", " \n", " \n", " IIDF\n", @@ -2259,25 +2259,25 @@ " \n", " \n", " INCPROP\n", - " 39600\n", - " 36900\n", - " 25400\n", - " 20600\n", - " 26200\n", + " 6360\n", + " 17600\n", + " 11700\n", + " 4480\n", + " 7620\n", " \n", " \n", " INDUSTRY07\n", - " G\n", - " 1500\n", - " 1500\n", - " 1500\n", - " 1500\n", + " 1600\n", + " 1600\n", + " 1600\n", + " 1600\n", + " 1600\n", " \n", " \n", " LLIR_RESTRICT_AMT_TOT\n", - " 12655\n", - " 12190\n", - " 10545\n", + " 0\n", + " 0\n", + " 3035\n", " 0\n", " 0\n", " \n", @@ -2299,7 +2299,7 @@ " \n", " \n", " MAINSRCE\n", - " 4\n", + " 3\n", " 5\n", " 5\n", " 5\n", @@ -2310,7 +2310,7 @@ " STBR\n", " STBR\n", " STBR\n", - " STBR\n", + " STSR\n", " STBR\n", " \n", " \n", @@ -2355,7 +2355,7 @@ " \n", " \n", " OTHERINV\n", - " 180\n", + " 0\n", " 0\n", " 0\n", " 0\n", @@ -2414,7 +2414,7 @@ " 0\n", " 0\n", " 0\n", - " 0\n", + " 1\n", " 0\n", " \n", " \n", @@ -2437,39 +2437,39 @@ " SEX\n", " 1\n", " 2\n", - " 1\n", + " 2\n", " 1\n", " 1\n", " \n", " \n", " SPA\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", + " 1\n", + " 1\n", + " 1\n", + " 1\n", + " 1\n", " \n", " \n", " SREF\n", - " 15598686\n", - " 15800726\n", - " 15587098\n", - " 15771989\n", - " 15675132\n", + " 15854407\n", + " 15780420\n", + " 15493173\n", + " 15681765\n", + " 15500505\n", " \n", " \n", " SRP\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", + " 9020\n", + " 6630\n", + " 5660\n", + " 9650\n", + " 5530\n", " \n", " \n", " TAX_CRED\n", - " 2530\n", - " 2440\n", - " 2110\n", + " 0\n", + " 0\n", + " 605\n", " 0\n", " 0\n", " \n", @@ -2491,11 +2491,11 @@ " \n", " \n", " TAX_ST_BR_DEVO_TXP\n", - " 2890\n", - " 2440\n", - " 470\n", - " 1620\n", - " 2740\n", + " 575\n", + " 2345\n", + " 365\n", + " 0\n", + " 130\n", " \n", " \n", " TAX_ST_BR_DEVO_WRIT\n", @@ -2534,16 +2534,16 @@ " 0\n", " 0\n", " 0\n", - " 0\n", + " 310\n", " 0\n", " \n", " \n", " TAXINC\n", - " 27280\n", - " 24400\n", - " 12900\n", - " 8100\n", - " 13700\n", + " 2880\n", + " 11730\n", + " 4860\n", + " 1630\n", + " 650\n", " \n", " \n", " TAXPAYER\n", @@ -2551,7 +2551,7 @@ " 1\n", " 1\n", " 1\n", - " 1\n", + " 2\n", " \n", " \n", " TAXTERM\n", @@ -2563,35 +2563,35 @@ " \n", " \n", " TEI\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", - " 0\n", + " 9020\n", + " 6630\n", + " 5660\n", + " 9650\n", + " 5530\n", " \n", " \n", " TI\n", - " 39780\n", - " 36900\n", - " 25400\n", - " 20600\n", - " 26200\n", + " 15380\n", + " 24230\n", + " 17360\n", + " 14130\n", + " 13150\n", " \n", " \n", " TII\n", - " 39780\n", - " 36900\n", - " 25400\n", - " 20600\n", - " 26200\n", + " 6360\n", + " 17600\n", + " 11700\n", + " 4480\n", + " 7620\n", " \n", " \n", " TOTTAX_DEVO_TXP\n", - " 2890\n", - " 2440\n", - " 470\n", - " 1620\n", - " 2740\n", + " 575\n", + " 2345\n", + " 365\n", + " 310\n", + " 130\n", " \n", " \n", " UBISJA\n", @@ -2611,19 +2611,19 @@ " \n", " \n", " zzz_policyengine_adjusted_net_income\n", - " 39780.0\n", - " 36900.0\n", - " 25400.0\n", - " 20600.0\n", - " 26200.0\n", + " 15380.0\n", + " 24230.0\n", + " 17360.0\n", + " 14130.0\n", + " 13150.0\n", " \n", " \n", " zzz_policyengine_earned_taxable_income\n", - " 25850.0\n", - " 23150.0\n", - " 11650.0\n", - " 6850.0\n", - " 12450.0\n", + " 1630.0\n", + " 10480.0\n", + " 3610.0\n", + " 380.0\n", + " 0.0\n", " \n", " \n", " zzz_policyengine_employment_deductions\n", @@ -2643,11 +2643,11 @@ " \n", " \n", " zzz_policyengine_income_tax\n", - " 2640.0\n", - " 2190.0\n", - " 220.0\n", - " 1370.0\n", - " 2490.0\n", + " 326.0\n", + " 2096.0\n", + " 117.0\n", + " 72.199997\n", + " 0.0\n", " \n", " \n", " zzz_policyengine_marriage_allowance\n", @@ -2659,9 +2659,9 @@ " \n", " \n", " zzz_policyengine_other_tax_credits\n", - " 2530.0\n", - " 2440.0\n", - " 2110.0\n", + " 0.0\n", + " 0.0\n", + " 605.0\n", " 0.0\n", " 0.0\n", " \n", @@ -2675,11 +2675,11 @@ " \n", " \n", " zzz_policyengine_received_allowances\n", - " 13750.0\n", - " 13750.0\n", - " 13750.0\n", - " 13750.0\n", - " 13750.0\n", + " 12500.0\n", + " 12500.0\n", + " 12500.0\n", + " 12500.0\n", + " 12500.0\n", " \n", " \n", " zzz_policyengine_received_allowances_dividend_income\n", @@ -2691,11 +2691,11 @@ " \n", " \n", " zzz_policyengine_received_allowances_earned_income\n", - " 13750.0\n", - " 13750.0\n", - " 13750.0\n", - " 13750.0\n", - " 13750.0\n", + " 12500.0\n", + " 12500.0\n", + " 12500.0\n", + " 12500.0\n", + " 12500.0\n", " \n", " \n", " zzz_policyengine_received_allowances_savings_income\n", @@ -2723,7 +2723,7 @@ " \n", " \n", " zzz_policyengine_taxable_savings_interest_income\n", - " 180.0\n", + " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", @@ -2739,11 +2739,11 @@ " \n", " \n", " zzz_policyengine_taxed_income\n", - " 25850.0\n", - " 23150.0\n", - " 11650.0\n", - " 6850.0\n", - " 12450.0\n", + " 1630.0\n", + " 10480.0\n", + " 3610.0\n", + " 380.0\n", + " 0.0\n", " \n", " \n", " zzz_policyengine_taxed_savings_income\n", @@ -2758,9 +2758,9 @@ "" ], "text/plain": [ - " 518132 695519 \\\n", - "abs_error 250.0 250.0 \n", - "AGERANGE 6 3 \n", + " 742750 677745 \\\n", + "abs_error 249.0 249.0 \n", + "AGERANGE 6 6 \n", "BPADUE 0 0 \n", "CAPALL 0 0 \n", "COVNTS 0 0 \n", @@ -2770,105 +2770,21 @@ "EIDF 0 0 \n", "EMPINC 0 0 \n", "EPB 0 0 \n", - "error -250.0 -250.0 \n", - "EXPS 0 0 \n", - "FACT 45.529136 45.529136 \n", - "GIFTAID 0 0 \n", - "GIFTINV 0 0 \n", - "GORCODE 6 14 \n", - "IIDF 0 0 \n", - "INCBBS 0 0 \n", - "INCPBEN 0 0 \n", - "INCPROP 39600 36900 \n", - "INDUSTRY07 G 1500 \n", - "LLIR_RESTRICT_AMT_TOT 12655 12190 \n", - "LOSSBF 0 0 \n", - "MAIND 1 1 \n", - "MAINSRCE 4 5 \n", - "MAR STBR STBR \n", - "MCAS 0 0 \n", - "MOTHDED 0 0 \n", - "MOTHINC 0 0 \n", - "OSSBEN 0 0 \n", - "OTHERINC 0 0 \n", - "OTHERINV 180 0 \n", - "PAS 12500 12500 \n", - "PAY 0 0 \n", - "PENSION 0 0 \n", - "PENSRLF 0 0 \n", - "PROFITS 0 0 \n", - "PSAV_XS 0 0 \n", - "SCOT_TXP 0 0 \n", - "SEINC_NUM 1 0 \n", - "SEISS 0 0 \n", - "SEX 1 2 \n", - "SPA 0 0 \n", - "SREF 15598686 15800726 \n", - "SRP 0 0 \n", - "TAX_CRED 2530 2440 \n", - "TAX_ST_AR_DEVO_TXP 0 0 \n", - "TAX_ST_AR_DEVO_WRIT 0 0 \n", - "TAX_ST_BR_DEVO_TXP 2890 2440 \n", - "TAX_ST_BR_DEVO_WRIT 0 0 \n", - "TAX_ST_HR_DEVO_TXP 0 0 \n", - "TAX_ST_HR_DEVO_WRIT 0 0 \n", - "TAX_ST_IR_DEVO_TXP 0 0 \n", - "TAX_ST_SR_DEVO_TXP 0 0 \n", - "TAXINC 27280 24400 \n", - "TAXPAYER 1 1 \n", - "TAXTERM 0 0 \n", - "TEI 0 0 \n", - "TI 39780 36900 \n", - "TII 39780 36900 \n", - "TOTTAX_DEVO_TXP 2890 2440 \n", - "UBISJA 0 0 \n", - "WELSH_TXP 0 0 \n", - "zzz_policyengine_adjusted_net_income 39780.0 36900.0 \n", - "zzz_policyengine_earned_taxable_income 25850.0 23150.0 \n", - "zzz_policyengine_employment_deductions 0.0 0.0 \n", - "zzz_policyengine_gift_aid 0.0 0.0 \n", - "zzz_policyengine_income_tax 2640.0 2190.0 \n", - "zzz_policyengine_marriage_allowance 1250.0 1250.0 \n", - "zzz_policyengine_other_tax_credits 2530.0 2440.0 \n", - "zzz_policyengine_personal_allowance 12500.0 12500.0 \n", - "zzz_policyengine_received_allowances 13750.0 13750.0 \n", - "zzz_policyengine_received_allowances_dividend_i... 0.0 0.0 \n", - "zzz_policyengine_received_allowances_earned_income 13750.0 13750.0 \n", - "zzz_policyengine_received_allowances_savings_in... 0.0 0.0 \n", - "zzz_policyengine_savings_allowance 1000.0 1000.0 \n", - "zzz_policyengine_taxable_employment_income 0.0 0.0 \n", - "zzz_policyengine_taxable_savings_interest_income 180.0 0.0 \n", - "zzz_policyengine_taxed_dividend_income 0.0 0.0 \n", - "zzz_policyengine_taxed_income 25850.0 23150.0 \n", - "zzz_policyengine_taxed_savings_income 0.0 0.0 \n", - "\n", - " 507862 670307 \\\n", - "abs_error 250.0 250.0 \n", - "AGERANGE 5 5 \n", - "BPADUE 0 0 \n", - "CAPALL 0 0 \n", - "COVNTS 0 0 \n", - "DEFICIEN 0 0 \n", - "DIVIDENDS 0 0 \n", - "DSHIPS 3 3 \n", - "EIDF 0 0 \n", - "EMPINC 0 0 \n", - "EPB 0 0 \n", - "error -250.0 -250.0 \n", + "error -249.0 -249.0 \n", "EXPS 0 0 \n", "FACT 53.399523 53.399523 \n", "GIFTAID 0 0 \n", "GIFTINV 0 0 \n", - "GORCODE 1 14 \n", + "GORCODE 9 9 \n", "IIDF 0 0 \n", "INCBBS 0 0 \n", "INCPBEN 0 0 \n", - "INCPROP 25400 20600 \n", - "INDUSTRY07 1500 1500 \n", - "LLIR_RESTRICT_AMT_TOT 10545 0 \n", + "INCPROP 6360 17600 \n", + "INDUSTRY07 1600 1600 \n", + "LLIR_RESTRICT_AMT_TOT 0 0 \n", "LOSSBF 0 0 \n", "MAIND 1 1 \n", - "MAINSRCE 5 5 \n", + "MAINSRCE 3 5 \n", "MAR STBR STBR \n", "MCAS 0 0 \n", "MOTHDED 0 0 \n", @@ -2883,52 +2799,136 @@ "PROFITS 0 0 \n", "PSAV_XS 0 0 \n", "SCOT_TXP 0 0 \n", - "SEINC_NUM 0 0 \n", + "SEINC_NUM 1 0 \n", "SEISS 0 0 \n", - "SEX 1 1 \n", - "SPA 0 0 \n", - "SREF 15587098 15771989 \n", - "SRP 0 0 \n", - "TAX_CRED 2110 0 \n", + "SEX 1 2 \n", + "SPA 1 1 \n", + "SREF 15854407 15780420 \n", + "SRP 9020 6630 \n", + "TAX_CRED 0 0 \n", "TAX_ST_AR_DEVO_TXP 0 0 \n", "TAX_ST_AR_DEVO_WRIT 0 0 \n", - "TAX_ST_BR_DEVO_TXP 470 1620 \n", + "TAX_ST_BR_DEVO_TXP 575 2345 \n", "TAX_ST_BR_DEVO_WRIT 0 0 \n", "TAX_ST_HR_DEVO_TXP 0 0 \n", "TAX_ST_HR_DEVO_WRIT 0 0 \n", "TAX_ST_IR_DEVO_TXP 0 0 \n", "TAX_ST_SR_DEVO_TXP 0 0 \n", - "TAXINC 12900 8100 \n", + "TAXINC 2880 11730 \n", "TAXPAYER 1 1 \n", "TAXTERM 0 0 \n", - "TEI 0 0 \n", - "TI 25400 20600 \n", - "TII 25400 20600 \n", - "TOTTAX_DEVO_TXP 470 1620 \n", + "TEI 9020 6630 \n", + "TI 15380 24230 \n", + "TII 6360 17600 \n", + "TOTTAX_DEVO_TXP 575 2345 \n", "UBISJA 0 0 \n", "WELSH_TXP 0 0 \n", - "zzz_policyengine_adjusted_net_income 25400.0 20600.0 \n", - "zzz_policyengine_earned_taxable_income 11650.0 6850.0 \n", + "zzz_policyengine_adjusted_net_income 15380.0 24230.0 \n", + "zzz_policyengine_earned_taxable_income 1630.0 10480.0 \n", "zzz_policyengine_employment_deductions 0.0 0.0 \n", "zzz_policyengine_gift_aid 0.0 0.0 \n", - "zzz_policyengine_income_tax 220.0 1370.0 \n", + "zzz_policyengine_income_tax 326.0 2096.0 \n", "zzz_policyengine_marriage_allowance 1250.0 1250.0 \n", - "zzz_policyengine_other_tax_credits 2110.0 0.0 \n", + "zzz_policyengine_other_tax_credits 0.0 0.0 \n", "zzz_policyengine_personal_allowance 12500.0 12500.0 \n", - "zzz_policyengine_received_allowances 13750.0 13750.0 \n", + "zzz_policyengine_received_allowances 12500.0 12500.0 \n", "zzz_policyengine_received_allowances_dividend_i... 0.0 0.0 \n", - "zzz_policyengine_received_allowances_earned_income 13750.0 13750.0 \n", + "zzz_policyengine_received_allowances_earned_income 12500.0 12500.0 \n", "zzz_policyengine_received_allowances_savings_in... 0.0 0.0 \n", "zzz_policyengine_savings_allowance 1000.0 1000.0 \n", "zzz_policyengine_taxable_employment_income 0.0 0.0 \n", "zzz_policyengine_taxable_savings_interest_income 0.0 0.0 \n", "zzz_policyengine_taxed_dividend_income 0.0 0.0 \n", - "zzz_policyengine_taxed_income 11650.0 6850.0 \n", + "zzz_policyengine_taxed_income 1630.0 10480.0 \n", "zzz_policyengine_taxed_savings_income 0.0 0.0 \n", "\n", - " 585148 \n", - "abs_error 250.0 \n", - "AGERANGE 5 \n", + " 425233 591040 \\\n", + "abs_error 248.0 237.800003 \n", + "AGERANGE 6 6 \n", + "BPADUE 0 0 \n", + "CAPALL 0 0 \n", + "COVNTS 0 0 \n", + "DEFICIEN 0 0 \n", + "DIVIDENDS 0 0 \n", + "DSHIPS 3 3 \n", + "EIDF 0 0 \n", + "EMPINC 0 0 \n", + "EPB 0 0 \n", + "error -248.0 -237.800003 \n", + "EXPS 0 0 \n", + "FACT 53.399523 30.465637 \n", + "GIFTAID 0 0 \n", + "GIFTINV 0 0 \n", + "GORCODE 6 11 \n", + "IIDF 0 0 \n", + "INCBBS 0 0 \n", + "INCPBEN 0 0 \n", + "INCPROP 11700 4480 \n", + "INDUSTRY07 1600 1600 \n", + "LLIR_RESTRICT_AMT_TOT 3035 0 \n", + "LOSSBF 0 0 \n", + "MAIND 1 1 \n", + "MAINSRCE 5 5 \n", + "MAR STBR STSR \n", + "MCAS 0 0 \n", + "MOTHDED 0 0 \n", + "MOTHINC 0 0 \n", + "OSSBEN 0 0 \n", + "OTHERINC 0 0 \n", + "OTHERINV 0 0 \n", + "PAS 12500 12500 \n", + "PAY 0 0 \n", + "PENSION 0 0 \n", + "PENSRLF 0 0 \n", + "PROFITS 0 0 \n", + "PSAV_XS 0 0 \n", + "SCOT_TXP 0 1 \n", + "SEINC_NUM 0 0 \n", + "SEISS 0 0 \n", + "SEX 2 1 \n", + "SPA 1 1 \n", + "SREF 15493173 15681765 \n", + "SRP 5660 9650 \n", + "TAX_CRED 605 0 \n", + "TAX_ST_AR_DEVO_TXP 0 0 \n", + "TAX_ST_AR_DEVO_WRIT 0 0 \n", + "TAX_ST_BR_DEVO_TXP 365 0 \n", + "TAX_ST_BR_DEVO_WRIT 0 0 \n", + "TAX_ST_HR_DEVO_TXP 0 0 \n", + "TAX_ST_HR_DEVO_WRIT 0 0 \n", + "TAX_ST_IR_DEVO_TXP 0 0 \n", + "TAX_ST_SR_DEVO_TXP 0 310 \n", + "TAXINC 4860 1630 \n", + "TAXPAYER 1 1 \n", + "TAXTERM 0 0 \n", + "TEI 5660 9650 \n", + "TI 17360 14130 \n", + "TII 11700 4480 \n", + "TOTTAX_DEVO_TXP 365 310 \n", + "UBISJA 0 0 \n", + "WELSH_TXP 0 0 \n", + "zzz_policyengine_adjusted_net_income 17360.0 14130.0 \n", + "zzz_policyengine_earned_taxable_income 3610.0 380.0 \n", + "zzz_policyengine_employment_deductions 0.0 0.0 \n", + "zzz_policyengine_gift_aid 0.0 0.0 \n", + "zzz_policyengine_income_tax 117.0 72.199997 \n", + "zzz_policyengine_marriage_allowance 1250.0 1250.0 \n", + "zzz_policyengine_other_tax_credits 605.0 0.0 \n", + "zzz_policyengine_personal_allowance 12500.0 12500.0 \n", + "zzz_policyengine_received_allowances 12500.0 12500.0 \n", + "zzz_policyengine_received_allowances_dividend_i... 0.0 0.0 \n", + "zzz_policyengine_received_allowances_earned_income 12500.0 12500.0 \n", + "zzz_policyengine_received_allowances_savings_in... 0.0 0.0 \n", + "zzz_policyengine_savings_allowance 1000.0 1000.0 \n", + "zzz_policyengine_taxable_employment_income 0.0 0.0 \n", + "zzz_policyengine_taxable_savings_interest_income 0.0 0.0 \n", + "zzz_policyengine_taxed_dividend_income 0.0 0.0 \n", + "zzz_policyengine_taxed_income 3610.0 380.0 \n", + "zzz_policyengine_taxed_savings_income 0.0 0.0 \n", + "\n", + " 431699 \n", + "abs_error 130.0 \n", + "AGERANGE 6 \n", "BPADUE 0 \n", "CAPALL 0 \n", "COVNTS 0 \n", @@ -2938,17 +2938,17 @@ "EIDF 0 \n", "EMPINC 0 \n", "EPB 0 \n", - "error -250.0 \n", + "error -130.0 \n", "EXPS 0 \n", "FACT 53.399523 \n", "GIFTAID 0 \n", "GIFTINV 0 \n", - "GORCODE 8 \n", + "GORCODE 7 \n", "IIDF 0 \n", "INCBBS 0 \n", "INCPBEN 0 \n", - "INCPROP 26200 \n", - "INDUSTRY07 1500 \n", + "INCPROP 7620 \n", + "INDUSTRY07 1600 \n", "LLIR_RESTRICT_AMT_TOT 0 \n", "LOSSBF 0 \n", "MAIND 1 \n", @@ -2970,44 +2970,44 @@ "SEINC_NUM 0 \n", "SEISS 0 \n", "SEX 1 \n", - "SPA 0 \n", - "SREF 15675132 \n", - "SRP 0 \n", + "SPA 1 \n", + "SREF 15500505 \n", + "SRP 5530 \n", "TAX_CRED 0 \n", "TAX_ST_AR_DEVO_TXP 0 \n", "TAX_ST_AR_DEVO_WRIT 0 \n", - "TAX_ST_BR_DEVO_TXP 2740 \n", + "TAX_ST_BR_DEVO_TXP 130 \n", "TAX_ST_BR_DEVO_WRIT 0 \n", "TAX_ST_HR_DEVO_TXP 0 \n", "TAX_ST_HR_DEVO_WRIT 0 \n", "TAX_ST_IR_DEVO_TXP 0 \n", "TAX_ST_SR_DEVO_TXP 0 \n", - "TAXINC 13700 \n", - "TAXPAYER 1 \n", + "TAXINC 650 \n", + "TAXPAYER 2 \n", "TAXTERM 0 \n", - "TEI 0 \n", - "TI 26200 \n", - "TII 26200 \n", - "TOTTAX_DEVO_TXP 2740 \n", + "TEI 5530 \n", + "TI 13150 \n", + "TII 7620 \n", + "TOTTAX_DEVO_TXP 130 \n", "UBISJA 0 \n", "WELSH_TXP 0 \n", - "zzz_policyengine_adjusted_net_income 26200.0 \n", - "zzz_policyengine_earned_taxable_income 12450.0 \n", + "zzz_policyengine_adjusted_net_income 13150.0 \n", + "zzz_policyengine_earned_taxable_income 0.0 \n", "zzz_policyengine_employment_deductions 0.0 \n", "zzz_policyengine_gift_aid 0.0 \n", - "zzz_policyengine_income_tax 2490.0 \n", + "zzz_policyengine_income_tax 0.0 \n", "zzz_policyengine_marriage_allowance 1250.0 \n", "zzz_policyengine_other_tax_credits 0.0 \n", "zzz_policyengine_personal_allowance 12500.0 \n", - "zzz_policyengine_received_allowances 13750.0 \n", + "zzz_policyengine_received_allowances 12500.0 \n", "zzz_policyengine_received_allowances_dividend_i... 0.0 \n", - "zzz_policyengine_received_allowances_earned_income 13750.0 \n", + "zzz_policyengine_received_allowances_earned_income 12500.0 \n", "zzz_policyengine_received_allowances_savings_in... 0.0 \n", "zzz_policyengine_savings_allowance 1000.0 \n", "zzz_policyengine_taxable_employment_income 0.0 \n", "zzz_policyengine_taxable_savings_interest_income 0.0 \n", "zzz_policyengine_taxed_dividend_income 0.0 \n", - "zzz_policyengine_taxed_income 12450.0 \n", + "zzz_policyengine_taxed_income 0.0 \n", "zzz_policyengine_taxed_savings_income 0.0 " ] }, @@ -3027,7 +3027,7 @@ " (df['INCPROP'] != 0) &\n", " (df['PAS'] != 0) &\n", " (df['MOTHDED'] == 0) &\n", - " (df['abs_error'] < 300) &\n", + " (df['abs_error'] < 250) &\n", " # (df['abs_error'] < 1005) &\n", " (df['MAIND'] != -1) &\n", " (df['GIFTAID'] == 0)\n",