diff --git a/recipes/recipe00.html b/recipes/recipe00.html
index 79d46bbc2..0800cc752 100644
--- a/recipes/recipe00.html
+++ b/recipes/recipe00.html
@@ -699,7 +699,7 @@ <h2>Plotting<a class="headerlink" href="#plotting" title="Link to this heading">
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-        <span id="b2f0e441-5d3e-470f-afef-f1ed92c43a6b">Loading BokehJS ...</span>
+        <span id="fa5a2a5c-836a-40da-aba0-7d02fdc2119c">Loading BokehJS ...</span>
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@@ -864,7 +864,7 @@ <h2>Plotting<a class="headerlink" href="#plotting" title="Link to this heading">
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@@ -998,7 +998,7 @@ <h2>Plotting<a class="headerlink" href="#plotting" title="Link to this heading">
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diff --git a/recipes/recipe04.html b/recipes/recipe04.html
index 12675729d..dbf950008 100644
--- a/recipes/recipe04.html
+++ b/recipes/recipe04.html
@@ -629,7 +629,7 @@ <h1>Recipe 4: Estimating Differential Reform Response<a class="headerlink" href=
 ALL               	 204.484	   3.811	    1.19
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_2121/3804893807.py:46: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_2154/3804893807.py:46: FutureWarning: The default of observed=False is deprecated and will be changed to True in a future version of pandas. Pass observed=False to retain current behavior or observed=True to adopt the future default and silence this warning.
   gbydf = vdf.groupby(&#39;table_row&#39;, as_index=False)
 </pre></div>
 </div>
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index e6d21f366..470a4fe54 100644
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method)": [[7, "taxcalc.data.Data._extrapolate", false]], "_extrapolate() (taxcalc.records.records method)": [[14, "taxcalc.records.Records._extrapolate", false]], "_read_data() (taxcalc.data.data method)": [[7, "taxcalc.data.Data._read_data", false]], "_read_json_revision() (taxcalc.parameters.parameters static method)": [[11, "taxcalc.parameters.Parameters._read_json_revision", false]], "_read_ratios() (taxcalc.records.records method)": [[14, "taxcalc.records.Records._read_ratios", false]], "_read_var_info() (taxcalc.data.data method)": [[7, "taxcalc.data.Data._read_var_info", false]], "_read_weights() (taxcalc.data.data method)": [[7, "taxcalc.data.Data._read_weights", false]], "_taxinc_to_amt() (taxcalc.calculator.calculator method)": [[5, "taxcalc.calculator.Calculator._taxinc_to_amt", false]], "_update() (taxcalc.parameters.parameters method)": [[11, "taxcalc.parameters.Parameters._update", false]], "add_income_table_row_variable() (in module taxcalc.utils)": [[16, 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"read_json_param_objects() (taxcalc.calculator.calculator static method)": [[5, "taxcalc.calculator.Calculator.read_json_param_objects", false]], "read_json_reform() (taxcalc.policy.policy static method)": [[12, "taxcalc.policy.Policy.read_json_reform", false]], "read_json_update() (taxcalc.consumption.consumption static method)": [[6, "taxcalc.consumption.Consumption.read_json_update", false]], "read_json_update() (taxcalc.growdiff.growdiff static method)": [[9, "taxcalc.growdiff.GrowDiff.read_json_update", false]], "records (class in taxcalc.records)": [[14, "taxcalc.records.Records", false]], "reform_documentation() (taxcalc.calculator.calculator static method)": [[5, "taxcalc.calculator.Calculator.reform_documentation", false]], "refundablepayrolltaxcredit() (in module taxcalc.calcfunctions)": [[4, "taxcalc.calcfunctions.RefundablePayrollTaxCredit", false]], "response() (taxcalc.consumption.consumption method)": [[6, "taxcalc.consumption.Consumption.response", false]], "restore_records() (taxcalc.calculator.calculator method)": [[5, "taxcalc.calculator.Calculator.restore_records", false]], "schr() (in module taxcalc.calcfunctions)": [[4, "taxcalc.calcfunctions.SchR", false]], "schxyz() (in module taxcalc.calcfunctions)": [[4, "taxcalc.calcfunctions.SchXYZ", false]], "schxyztax() (in module taxcalc.calcfunctions)": [[4, "taxcalc.calcfunctions.SchXYZTax", false]], "set_rates() (taxcalc.parameters.parameters method)": [[11, "taxcalc.parameters.Parameters.set_rates", false]], "set_rates() (taxcalc.policy.policy method)": [[12, "taxcalc.policy.Policy.set_rates", false]], "ssbenefits() (in module taxcalc.calcfunctions)": [[4, "taxcalc.calcfunctions.SSBenefits", false]], "stdded() (in module taxcalc.calcfunctions)": [[4, "taxcalc.calcfunctions.StdDed", false]], "store_records() (taxcalc.calculator.calculator method)": [[5, "taxcalc.calculator.Calculator.store_records", false]], "tax_year() (taxcalc.taxcalcio.taxcalcio method)": [[15, 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\ No newline at end of file