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diff --git a/examples/income-sources.html b/examples/income-sources.html
diff --git a/gov/fcc/acp.html b/gov/fcc/acp.html
@@ -305,7 +305,7 @@ <h2>Variable<a class="headerlink" href="#variable" title="Permalink to this head
 </div>
 <div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
 <span class="ne">ImportError</span><span class="g g-Whitespace">                               </span>Traceback (most recent call last)
-<span class="nn">/tmp/ipykernel_2333/703537161.py</span> in <span class="ni">&lt;cell line: 0&gt;</span><span class="nt">()</span>
+<span class="nn">/tmp/ipykernel_2358/703537161.py</span> in <span class="ni">&lt;cell line: 0&gt;</span><span class="nt">()</span>
 <span class="ne">----&gt; </span><span class="mi">1</span> <span class="kn">from</span> <span class="nn">policyengine_us.tools.documentation</span> <span class="kn">import</span> <span class="p">(</span>
 <span class="g g-Whitespace">      </span><span class="mi">2</span>     <span class="n">variable_summary</span><span class="p">,</span>
 <span class="g g-Whitespace">      </span><span class="mi">3</span>     <span class="n">variation_chart</span><span class="p">,</span>

diff --git a/gov/fcc/lifeline.html b/gov/fcc/lifeline.html
@@ -310,7 +310,7 @@ <h2>Variable<a class="headerlink" href="#variable" title="Permalink to this head
 </div>
 <div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
 <span class="ne">ImportError</span><span class="g g-Whitespace">                               </span>Traceback (most recent call last)
-<span class="nn">/tmp/ipykernel_2362/1343165565.py</span> in <span class="ni">&lt;cell line: 0&gt;</span><span class="nt">()</span>
+<span class="nn">/tmp/ipykernel_2390/1343165565.py</span> in <span class="ni">&lt;cell line: 0&gt;</span><span class="nt">()</span>
 <span class="ne">----&gt; </span><span class="mi">1</span> <span class="kn">from</span> <span class="nn">policyengine_us.tools.documentation</span> <span class="kn">import</span> <span class="p">(</span>
 <span class="g g-Whitespace">      </span><span class="mi">2</span>     <span class="n">variable_summary</span><span class="p">,</span>
 <span class="g g-Whitespace">      </span><span class="mi">3</span>     <span class="n">variation_chart</span><span class="p">,</span>

diff --git a/gov/hhs/tanf.html b/gov/hhs/tanf.html
diff --git a/gov/hud/housing-assistance.html b/gov/hud/housing-assistance.html
@@ -333,7 +333,7 @@ <h2>How earnings affect a one-person household’s housing assistance<a class="h
 <span class="n">During</span> <span class="n">handling</span> <span class="n">of</span> <span class="n">the</span> <span class="n">above</span> <span class="n">exception</span><span class="p">,</span> <span class="n">another</span> <span class="n">exception</span> <span class="n">occurred</span><span class="p">:</span>
 
 <span class="ne">SituationParsingError</span><span class="g g-Whitespace">                     </span>Traceback (most recent call last)
-<span class="nn">/tmp/ipykernel_2463/768002617.py</span> in <span class="ni">&lt;cell line: 0&gt;</span><span class="nt">()</span>
+<span class="nn">/tmp/ipykernel_2499/768002617.py</span> in <span class="ni">&lt;cell line: 0&gt;</span><span class="nt">()</span>
 <span class="g g-Whitespace">     </span><span class="mi">19</span> <span class="nb">print</span><span class="p">(</span>
 <span class="g g-Whitespace">     </span><span class="mi">20</span>     <span class="s2">&quot;Housing assistance: &quot;</span><span class="p">,</span>
 <span class="ne">---&gt; </span><span class="mi">21</span>     <span class="nb">round</span><span class="p">(</span><span class="n">sim_emp</span><span class="o">.</span><span class="n">calc</span><span class="p">(</span><span class="s2">&quot;housing_assistance&quot;</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span> <span class="o">/</span> <span class="mi">12</span><span class="p">),</span>

diff --git a/gov/irs/capital-gains.html b/gov/irs/capital-gains.html
diff --git a/gov/irs/credits/cdcc.html b/gov/irs/credits/cdcc.html
diff --git a/gov/irs/credits/clean-vehicle.html b/gov/irs/credits/clean-vehicle.html
diff --git a/gov/irs/credits/ctc.html b/gov/irs/credits/ctc.html
@@ -293,7 +293,7 @@ <h1>Child Tax Credit<a class="headerlink" href="#child-tax-credit" title="Permal
 </div>
 <div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
 <span class="ne">ImportError</span><span class="g g-Whitespace">                               </span>Traceback (most recent call last)
-<span class="nn">/tmp/ipykernel_2636/1205684428.py</span> in <span class="ni">&lt;cell line: 0&gt;</span><span class="nt">()</span>
+<span class="nn">/tmp/ipykernel_2746/1205684428.py</span> in <span class="ni">&lt;cell line: 0&gt;</span><span class="nt">()</span>
 <span class="ne">----&gt; </span><span class="mi">1</span> <span class="kn">from</span> <span class="nn">policyengine_us.tools.documentation</span> <span class="kn">import</span> <span class="p">(</span>
 <span class="g g-Whitespace">      </span><span class="mi">2</span>     <span class="n">variable_summary</span><span class="p">,</span>
 <span class="g g-Whitespace">      </span><span class="mi">3</span>     <span class="n">variation_chart</span><span class="p">,</span>

diff --git a/gov/irs/credits/eitc.html b/gov/irs/credits/eitc.html
diff --git a/gov/irs/tax.html b/gov/irs/tax.html
diff --git a/gov/ssa/ssi.html b/gov/ssa/ssi.html
diff --git a/gov/states/ca/caleitc.html b/gov/states/ca/caleitc.html
diff --git a/gov/states/ca/calepa/carb/cvrp.html b/gov/states/ca/calepa/carb/cvrp.html
diff --git a/gov/states/de/tax-benefit.html b/gov/states/de/tax-benefit.html
diff --git a/gov/states/de/tax/income/credits/senior-circuit-breaker.html b/gov/states/de/tax/income/credits/senior-circuit-breaker.html
diff --git a/gov/states/de/tax/income/index.html b/gov/states/de/tax/income/index.html
diff --git a/gov/states/ma/tax-benefit.html b/gov/states/ma/tax-benefit.html
diff --git a/gov/states/ma/tax/income/credits/senior-circuit-breaker.html b/gov/states/ma/tax/income/credits/senior-circuit-breaker.html
diff --git a/gov/states/ma/tax/income/index.html b/gov/states/ma/tax/income/index.html
diff --git a/gov/states/md/tax/income/credits/cdcc.html b/gov/states/md/tax/income/credits/cdcc.html
diff --git a/gov/states/md/tax/income/credits/ctc.html b/gov/states/md/tax/income/credits/ctc.html
diff --git a/gov/states/md/tax/income/credits/eitc.html b/gov/states/md/tax/income/credits/eitc.html
diff --git a/gov/states/md/tax/income/credits/poverty-line-credit.html b/gov/states/md/tax/income/credits/poverty-line-credit.html
diff --git a/gov/states/md/tax/income/deductions/standard-deduction.html b/gov/states/md/tax/income/deductions/standard-deduction.html
diff --git a/gov/states/md/tax/income/index.html b/gov/states/md/tax/income/index.html
diff --git a/gov/states/mo/tax-benefit.html b/gov/states/mo/tax-benefit.html
diff --git a/gov/states/mo/tax/credits/property_tax_credit.html b/gov/states/mo/tax/credits/property_tax_credit.html
diff --git a/gov/states/mo/tax/index.html b/gov/states/mo/tax/index.html
diff --git a/gov/states/ny/cdcc.html b/gov/states/ny/cdcc.html
diff --git a/gov/states/ny/ctc.html b/gov/states/ny/ctc.html
diff --git a/gov/states/ny/eitc.html b/gov/states/ny/eitc.html
diff --git a/gov/states/ny/tax-benefit.html b/gov/states/ny/tax-benefit.html
diff --git a/gov/states/ny/tax.html b/gov/states/ny/tax.html
diff --git a/gov/states/or/tax.html b/gov/states/or/tax.html
diff --git a/gov/states/pa/tax.html b/gov/states/pa/tax.html
diff --git a/gov/states/ut/ut_income_tax.html b/gov/states/ut/ut_income_tax.html
diff --git a/gov/states/wa/tax/income/credits/working-families-tax-credit.html b/gov/states/wa/tax/income/credits/working-families-tax-credit.html
diff --git a/gov/usda/school-meals.html b/gov/usda/school-meals.html
diff --git a/gov/usda/snap.html b/gov/usda/snap.html
diff --git a/gov/usda/wic.html b/gov/usda/wic.html
diff --git a/reports/gov/fcc/acp.err.log b/reports/gov/fcc/acp.err.log
@@ -32,7 +32,7 @@ WARNING:root:Parameter gov.states.ms.tax.income.credits.charitable_contribution.
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mImportError[0m                               Traceback (most recent call last)
-[0;32m/tmp/ipykernel_2333/703537161.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_2358/703537161.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [0;32m----> 1[0;31m from policyengine_us.tools.documentation import (
 [0m[1;32m      2[0m     [0mvariable_summary[0m[0;34m,[0m[0;34m[0m[0;34m[0m[0m
 [1;32m      3[0m     [0mvariation_chart[0m[0;34m,[0m[0;34m[0m[0;34m[0m[0m

diff --git a/reports/gov/fcc/lifeline.err.log b/reports/gov/fcc/lifeline.err.log
@@ -32,7 +32,7 @@ WARNING:root:Parameter gov.states.ms.tax.income.credits.charitable_contribution.
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mImportError[0m                               Traceback (most recent call last)
-[0;32m/tmp/ipykernel_2362/1343165565.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_2390/1343165565.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [0;32m----> 1[0;31m from policyengine_us.tools.documentation import (
 [0m[1;32m      2[0m     [0mvariable_summary[0m[0;34m,[0m[0;34m[0m[0;34m[0m[0m
 [1;32m      3[0m     [0mvariation_chart[0m[0;34m,[0m[0;34m[0m[0;34m[0m[0m

diff --git a/reports/gov/hud/housing-assistance.err.log b/reports/gov/hud/housing-assistance.err.log
@@ -67,7 +67,7 @@ Learn more about entities in our documentation:
 During handling of the above exception, another exception occurred:
 
 [0;31mSituationParsingError[0m                     Traceback (most recent call last)
-[0;32m/tmp/ipykernel_2463/768002617.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_2499/768002617.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [1;32m     19[0m print(
 [1;32m     20[0m     [0;34m"Housing assistance: "[0m[0;34m,[0m[0;34m[0m[0;34m[0m[0m
 [0;32m---> 21[0;31m     [0mround[0m[0;34m([0m[0msim_emp[0m[0;34m.[0m[0mcalc[0m[0;34m([0m[0;34m"housing_assistance"[0m[0;34m)[0m[0;34m[[0m[0;36m0[0m[0;34m][0m [0;34m/[0m [0;36m12[0m[0;34m)[0m[0;34m,[0m[0;34m[0m[0;34m[0m[0m

diff --git a/reports/gov/irs/credits/cdcc.err.log b/reports/gov/irs/credits/cdcc.err.log
@@ -28,7 +28,7 @@ sim.calc("cdcc", period=2022).sum() / 1e6
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mTypeError[0m                                 Traceback (most recent call last)
-[0;32m/tmp/ipykernel_2534/2737119704.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_2568/2737119704.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [1;32m      1[0m [0;32mfrom[0m [0mpolicyengine_us[0m [0;32mimport[0m [0mMicrosimulation[0m[0;34m[0m[0;34m[0m[0m
 [1;32m      2[0m [0;34m[0m[0m
 [0;32m----> 3[0;31m [0msim[0m [0;34m=[0m [0mMicrosimulation[0m[0;34m([0m[0mdataset_year[0m[0;34m=[0m[0;36m2020[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m

diff --git a/reports/gov/irs/credits/ctc.err.log b/reports/gov/irs/credits/ctc.err.log
@@ -32,7 +32,7 @@ WARNING:root:Parameter gov.states.ms.tax.income.credits.charitable_contribution.
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mImportError[0m                               Traceback (most recent call last)
-[0;32m/tmp/ipykernel_2636/1205684428.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_2746/1205684428.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [0;32m----> 1[0;31m from policyengine_us.tools.documentation import (
 [0m[1;32m      2[0m     [0mvariable_summary[0m[0;34m,[0m[0;34m[0m[0;34m[0m[0m
 [1;32m      3[0m     [0mvariation_chart[0m[0;34m,[0m[0;34m[0m[0;34m[0m[0m

diff --git a/reports/gov/states/de/tax/income/index.err.log b/reports/gov/states/de/tax/income/index.err.log
@@ -43,7 +43,7 @@ fig.show()
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mValueError[0m                                Traceback (most recent call last)
-[0;32m/tmp/ipykernel_2978/1981194212.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_3032/1981194212.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [0;32m----> 1[0;31m fig = px.line(
 [0m[1;32m      2[0m     [0mdf[0m[0;34m,[0m[0;34m[0m[0;34m[0m[0m
 [1;32m      3[0m     [0;34m"employment_income"[0m[0;34m,[0m[0;34m[0m[0;34m[0m[0m

diff --git a/reports/gov/states/md/tax/income/credits/cdcc.err.log b/reports/gov/states/md/tax/income/credits/cdcc.err.log
@@ -28,7 +28,7 @@ sim.calc("md_cdcc", period=2022).sum() / 1e6
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mTypeError[0m                                 Traceback (most recent call last)
-[0;32m/tmp/ipykernel_3126/2304202970.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_3178/2304202970.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [1;32m      1[0m [0;32mfrom[0m [0mpolicyengine_us[0m [0;32mimport[0m [0mMicrosimulation[0m[0;34m[0m[0;34m[0m[0m
 [1;32m      2[0m [0;34m[0m[0m
 [0;32m----> 3[0;31m [0msim[0m [0;34m=[0m [0mMicrosimulation[0m[0;34m([0m[0mdataset_year[0m[0;34m=[0m[0;36m2020[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m

diff --git a/reports/gov/states/md/tax/income/credits/ctc.err.log b/reports/gov/states/md/tax/income/credits/ctc.err.log
@@ -28,7 +28,7 @@ sim.calc("md_ctc", period=2022).sum() / 1e6
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mTypeError[0m                                 Traceback (most recent call last)
-[0;32m/tmp/ipykernel_3162/2916062418.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_3217/2916062418.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [1;32m      1[0m [0;32mfrom[0m [0mpolicyengine_us[0m [0;32mimport[0m [0mMicrosimulation[0m[0;34m[0m[0;34m[0m[0m
 [1;32m      2[0m [0;34m[0m[0m
 [0;32m----> 3[0;31m [0msim[0m [0;34m=[0m [0mMicrosimulation[0m[0;34m([0m[0mdataset_year[0m[0;34m=[0m[0;36m2020[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m

diff --git a/reports/gov/states/md/tax/income/credits/eitc.err.log b/reports/gov/states/md/tax/income/credits/eitc.err.log
@@ -28,7 +28,7 @@ sim.calc("md_eitc", period=2022).sum() / 1e6
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mTypeError[0m                                 Traceback (most recent call last)
-[0;32m/tmp/ipykernel_3200/3217126450.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_3256/3217126450.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [1;32m      1[0m [0;32mfrom[0m [0mpolicyengine_us[0m [0;32mimport[0m [0mMicrosimulation[0m[0;34m[0m[0;34m[0m[0m
 [1;32m      2[0m [0;34m[0m[0m
 [0;32m----> 3[0;31m [0msim[0m [0;34m=[0m [0mMicrosimulation[0m[0;34m([0m[0mdataset_year[0m[0;34m=[0m[0;36m2020[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m

diff --git a/reports/gov/states/md/tax/income/credits/poverty-line-credit.err.log b/reports/gov/states/md/tax/income/credits/poverty-line-credit.err.log
@@ -28,7 +28,7 @@ sim.calc("md_poverty_line_credit", period=2022).sum() / 1e6
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mTypeError[0m                                 Traceback (most recent call last)
-[0;32m/tmp/ipykernel_3233/1352975946.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_3295/1352975946.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [1;32m      1[0m [0;32mfrom[0m [0mpolicyengine_us[0m [0;32mimport[0m [0mMicrosimulation[0m[0;34m[0m[0;34m[0m[0m
 [1;32m      2[0m [0;34m[0m[0m
 [0;32m----> 3[0;31m [0msim[0m [0;34m=[0m [0mMicrosimulation[0m[0;34m([0m[0mdataset_year[0m[0;34m=[0m[0;36m2020[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m

diff --git a/reports/gov/states/ny/cdcc.err.log b/reports/gov/states/ny/cdcc.err.log
@@ -65,12 +65,12 @@ budgetary_impacts("ny_cdcc")
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mTypeError[0m                                 Traceback (most recent call last)
-[0;32m/tmp/ipykernel_3460/1673998826.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_3525/1673998826.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [1;32m     40[0m [0;34m[0m[0m
 [1;32m     41[0m [0;34m[0m[0m
 [0;32m---> 42[0;31m [0mbudgetary_impacts[0m[0;34m([0m[0;34m"ny_cdcc"[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m
 [0m
-[0;32m/tmp/ipykernel_3460/1673998826.py[0m in [0;36mbudgetary_impacts[0;34m(variable, data_year, policy_year)[0m
+[0;32m/tmp/ipykernel_3525/1673998826.py[0m in [0;36mbudgetary_impacts[0;34m(variable, data_year, policy_year)[0m
 [1;32m     25[0m             [0mself[0m[0;34m.[0m[0mneutralize_variable[0m[0;34m([0m[0mvariable[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m
 [1;32m     26[0m [0;34m[0m[0m
 [0;32m---> 27[0;31m     [0msim[0m [0;34m=[0m [0mMicrosimulation[0m[0;34m([0m[0mignore_reported[0m[0;34m,[0m [0myear[0m[0;34m=[0m[0mdata_year[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m

diff --git a/reports/gov/states/ny/ctc.err.log b/reports/gov/states/ny/ctc.err.log
@@ -65,12 +65,12 @@ budgetary_impacts("ny_ctc")
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mTypeError[0m                                 Traceback (most recent call last)
-[0;32m/tmp/ipykernel_3493/3501312425.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_3558/3501312425.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [1;32m     40[0m [0;34m[0m[0m
 [1;32m     41[0m [0;34m[0m[0m
 [0;32m---> 42[0;31m [0mbudgetary_impacts[0m[0;34m([0m[0;34m"ny_ctc"[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m
 [0m
-[0;32m/tmp/ipykernel_3493/3501312425.py[0m in [0;36mbudgetary_impacts[0;34m(variable, data_year, policy_year)[0m
+[0;32m/tmp/ipykernel_3558/3501312425.py[0m in [0;36mbudgetary_impacts[0;34m(variable, data_year, policy_year)[0m
 [1;32m     25[0m             [0mself[0m[0;34m.[0m[0mneutralize_variable[0m[0;34m([0m[0mvariable[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m
 [1;32m     26[0m [0;34m[0m[0m
 [0;32m---> 27[0;31m     [0msim[0m [0;34m=[0m [0mMicrosimulation[0m[0;34m([0m[0mignore_reported[0m[0;34m,[0m [0myear[0m[0;34m=[0m[0mdata_year[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m

diff --git a/reports/gov/states/ny/eitc.err.log b/reports/gov/states/ny/eitc.err.log
@@ -65,12 +65,12 @@ budgetary_impacts("ny_eitc")
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mTypeError[0m                                 Traceback (most recent call last)
-[0;32m/tmp/ipykernel_3533/1540646120.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_3605/1540646120.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [1;32m     40[0m [0;34m[0m[0m
 [1;32m     41[0m [0;34m[0m[0m
 [0;32m---> 42[0;31m [0mbudgetary_impacts[0m[0;34m([0m[0;34m"ny_eitc"[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m
 [0m
-[0;32m/tmp/ipykernel_3533/1540646120.py[0m in [0;36mbudgetary_impacts[0;34m(variable, data_year, policy_year)[0m
+[0;32m/tmp/ipykernel_3605/1540646120.py[0m in [0;36mbudgetary_impacts[0;34m(variable, data_year, policy_year)[0m
 [1;32m     25[0m             [0mself[0m[0;34m.[0m[0mneutralize_variable[0m[0;34m([0m[0mvariable[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m
 [1;32m     26[0m [0;34m[0m[0m
 [0;32m---> 27[0;31m     [0msim[0m [0;34m=[0m [0mMicrosimulation[0m[0;34m([0m[0mignore_reported[0m[0;34m,[0m [0myear[0m[0;34m=[0m[0mdata_year[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m

diff --git a/reports/gov/states/pa/tax.err.log b/reports/gov/states/pa/tax.err.log
@@ -27,7 +27,7 @@ ms = Microsimulation(dataset_year=2020)
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mTypeError[0m                                 Traceback (most recent call last)
-[0;32m/tmp/ipykernel_3751/373537429.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_3821/373537429.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [1;32m      1[0m [0;32mfrom[0m [0mpolicyengine_us[0m [0;32mimport[0m [0mMicrosimulation[0m[0;34m[0m[0;34m[0m[0m
 [1;32m      2[0m [0;34m[0m[0m
 [0;32m----> 3[0;31m [0mms[0m [0;34m=[0m [0mMicrosimulation[0m[0;34m([0m[0mdataset_year[0m[0;34m=[0m[0;36m2020[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m

diff --git a/reports/gov/states/wa/tax/income/credits/working-families-tax-credit.err.log b/reports/gov/states/wa/tax/income/credits/working-families-tax-credit.err.log
@@ -27,7 +27,7 @@ ms = Microsimulation(dataset_year=2020)
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mTypeError[0m                                 Traceback (most recent call last)
-[0;32m/tmp/ipykernel_3867/3570687727.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_3958/3570687727.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [1;32m      1[0m [0;32mfrom[0m [0mpolicyengine_us[0m [0;32mimport[0m [0mMicrosimulation[0m[0;34m[0m[0;34m[0m[0m
 [1;32m      2[0m [0;34m[0m[0m
 [0;32m----> 3[0;31m [0mms[0m [0;34m=[0m [0mMicrosimulation[0m[0;34m([0m[0mdataset_year[0m[0;34m=[0m[0;36m2020[0m[0;34m)[0m[0;34m[0m[0;34m[0m[0m

diff --git a/reports/validation/taxsim.err.log b/reports/validation/taxsim.err.log
@@ -92,7 +92,7 @@ WARNING:root:Parameter gov.states.ms.tax.income.credits.charitable_contribution.
 
 [0;31m---------------------------------------------------------------------------[0m
 [0;31mImportError[0m                               Traceback (most recent call last)
-[0;32m/tmp/ipykernel_4035/2493350769.py[0m in [0;36m<cell line: 0>[0;34m()[0m
+[0;32m/tmp/ipykernel_4131/2493350769.py[0m in [0;36m<cell line: 0>[0;34m()[0m
 [1;32m      1[0m [0;32mfrom[0m [0mpolicyengine_us[0m [0;32mimport[0m [0mMicrosimulation[0m[0;34m[0m[0;34m[0m[0m
 [0;32m----> 2[0;31m [0;32mfrom[0m [0mpolicyengine_us[0m[0;34m.[0m[0mdata[0m[0;34m.[0m[0mdatasets[0m [0;32mimport[0m [0mCPS[0m[0;34m[0m[0;34m[0m[0m
 [0m[1;32m      3[0m [0;32mfrom[0m [0mpolicyengine_us[0m[0;34m.[0m[0mtools[0m[0;34m.[0m[0mdev[0m[0;34m.[0m[0mtaxsim[0m[0;34m.[0m[0mgenerate_taxsim_tests[0m [0;32mimport[0m [0mTaxSim35[0m[0;34m[0m[0;34m[0m[0m

diff --git a/searchindex.js b/searchindex.js
diff --git a/usage/speed.html b/usage/speed.html
@@ -300,7 +300,7 @@ <h1>Speed<a class="headerlink" href="#speed" title="Permalink to this heading">#
 <div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>WARNING:root:Parameter gov.states.ms.tax.income.credits.charitable_contribution.cap has a child WIDOW that is not in the possible values of filing_status, ignoring.
 </pre></div>
 </div>
-<p>The time to import <code class="docutils literal notranslate"><span class="pre">Microsimulation</span></code> from <code class="docutils literal notranslate"><span class="pre">policyengine_us</span></code> is 19.6 seconds. The time to initialise a <code class="docutils literal notranslate"><span class="pre">Microsimulation</span></code> object is 0.1 seconds, and the time to complete simulation of taxes and benefits is 35.3 seconds.</p>
+<p>The time to import <code class="docutils literal notranslate"><span class="pre">Microsimulation</span></code> from <code class="docutils literal notranslate"><span class="pre">policyengine_us</span></code> is 19.6 seconds. The time to initialise a <code class="docutils literal notranslate"><span class="pre">Microsimulation</span></code> object is 0.1 seconds, and the time to complete simulation of taxes and benefits is 35.6 seconds.</p>
 </div>
 </div>
 </section>