diff --git a/examples/income-sources.html b/examples/income-sources.html
index e3d8bc638..9b052290e 100644
--- a/examples/income-sources.html
+++ b/examples/income-sources.html
@@ -348,9 +348,9 @@ <h1>Pensioner income sources<a class="headerlink" href="#pensioner-income-source
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index 0fbaf6741..6b252648b 100644
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 <div class="cell_output docutils container">
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diff --git a/programs/contrib/ubi-center/carbon-tax.html b/programs/contrib/ubi-center/carbon-tax.html
index 47286bf98..980b47855 100644
--- a/programs/contrib/ubi-center/carbon-tax.html
+++ b/programs/contrib/ubi-center/carbon-tax.html
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diff --git a/programs/gov/dcms/bbc/tv-licence.html b/programs/gov/dcms/bbc/tv-licence.html
index 3584bfbee..e669c5ef9 100644
--- a/programs/gov/dcms/bbc/tv-licence.html
+++ b/programs/gov/dcms/bbc/tv-licence.html
@@ -453,15 +453,15 @@ <h2>Microsimulation<a class="headerlink" href="#microsimulation" title="Permalin
 <div class="cell_output docutils container">
 <div class="output text_html"><style type="text/css">
 </style>
-<table id="T_cf488">
+<table id="T_b3c64">
   <thead>
     <tr>
       <th class="blank" >&nbsp;</th>
       <th class="blank" >&nbsp;</th>
       <th class="blank level0" >&nbsp;</th>
-      <th id="T_cf488_level0_col0" class="col_heading level0 col0" >Change against current</th>
-      <th id="T_cf488_level0_col1" class="col_heading level0 col1" >Tax revenues impact (£m)</th>
-      <th id="T_cf488_level0_col2" class="col_heading level0 col2" >Reference</th>
+      <th id="T_b3c64_level0_col0" class="col_heading level0 col0" >Change against current</th>
+      <th id="T_b3c64_level0_col1" class="col_heading level0 col1" >Tax revenues impact (£m)</th>
+      <th id="T_b3c64_level0_col2" class="col_heading level0 col2" >Reference</th>
     </tr>
     <tr>
       <th class="index_name level0" >Reformed policy</th>
@@ -474,118 +474,118 @@ <h2>Microsimulation<a class="headerlink" href="#microsimulation" title="Permalin
   </thead>
   <tbody>
     <tr>
-      <th id="T_cf488_level0_row0" class="row_heading level0 row0" rowspan="4">Aged discount</th>
-      <th id="T_cf488_level1_row0" class="row_heading level1 row0" rowspan="4">100%</th>
-      <th id="T_cf488_level2_row0" class="row_heading level2 row0" >0%</th>
-      <td id="T_cf488_row0_col0" class="data row0 col0" >-100%</td>
-      <td id="T_cf488_row0_col1" class="data row0 col1" >91.7</td>
-      <td id="T_cf488_row0_col2" class="data row0 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27903&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 0%</a></td>
+      <th id="T_b3c64_level0_row0" class="row_heading level0 row0" rowspan="4">Aged discount</th>
+      <th id="T_b3c64_level1_row0" class="row_heading level1 row0" rowspan="4">100%</th>
+      <th id="T_b3c64_level2_row0" class="row_heading level2 row0" >0%</th>
+      <td id="T_b3c64_row0_col0" class="data row0 col0" >-100%</td>
+      <td id="T_b3c64_row0_col1" class="data row0 col1" >91.7</td>
+      <td id="T_b3c64_row0_col2" class="data row0 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27903&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 0%</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level2_row1" class="row_heading level2 row1" >25%</th>
-      <td id="T_cf488_row1_col0" class="data row1 col0" >-75%</td>
-      <td id="T_cf488_row1_col1" class="data row1 col1" >68.8</td>
-      <td id="T_cf488_row1_col2" class="data row1 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27083&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 25%</a></td>
+      <th id="T_b3c64_level2_row1" class="row_heading level2 row1" >25%</th>
+      <td id="T_b3c64_row1_col0" class="data row1 col0" >-75%</td>
+      <td id="T_b3c64_row1_col1" class="data row1 col1" >68.8</td>
+      <td id="T_b3c64_row1_col2" class="data row1 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27083&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 25%</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level2_row2" class="row_heading level2 row2" >50%</th>
-      <td id="T_cf488_row2_col0" class="data row2 col0" >-50%</td>
-      <td id="T_cf488_row2_col1" class="data row2 col1" >45.9</td>
-      <td id="T_cf488_row2_col2" class="data row2 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=19090&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 50%</a></td>
+      <th id="T_b3c64_level2_row2" class="row_heading level2 row2" >50%</th>
+      <td id="T_b3c64_row2_col0" class="data row2 col0" >-50%</td>
+      <td id="T_b3c64_row2_col1" class="data row2 col1" >45.9</td>
+      <td id="T_b3c64_row2_col2" class="data row2 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=19090&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 50%</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level2_row3" class="row_heading level2 row3" >75%</th>
-      <td id="T_cf488_row3_col0" class="data row3 col0" >-25%</td>
-      <td id="T_cf488_row3_col1" class="data row3 col1" >22.9</td>
-      <td id="T_cf488_row3_col2" class="data row3 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27909&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 75%</a></td>
+      <th id="T_b3c64_level2_row3" class="row_heading level2 row3" >75%</th>
+      <td id="T_b3c64_row3_col0" class="data row3 col0" >-25%</td>
+      <td id="T_b3c64_row3_col1" class="data row3 col1" >22.9</td>
+      <td id="T_b3c64_row3_col2" class="data row3 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27909&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing aged discount to 75%</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level0_row4" class="row_heading level0 row4" rowspan="10">Minimum age</th>
-      <th id="T_cf488_level1_row4" class="row_heading level1 row4" rowspan="10">75</th>
-      <th id="T_cf488_level2_row4" class="row_heading level2 row4" >70</th>
-      <td id="T_cf488_row4_col0" class="data row4 col0" >-5</td>
-      <td id="T_cf488_row4_col1" class="data row4 col1" >-19.6</td>
-      <td id="T_cf488_row4_col2" class="data row4 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27932&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 70</a></td>
+      <th id="T_b3c64_level0_row4" class="row_heading level0 row4" rowspan="10">Minimum age</th>
+      <th id="T_b3c64_level1_row4" class="row_heading level1 row4" rowspan="10">75</th>
+      <th id="T_b3c64_level2_row4" class="row_heading level2 row4" >70</th>
+      <td id="T_b3c64_row4_col0" class="data row4 col0" >-5</td>
+      <td id="T_b3c64_row4_col1" class="data row4 col1" >-19.6</td>
+      <td id="T_b3c64_row4_col2" class="data row4 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27932&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 70</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level2_row5" class="row_heading level2 row5" >71</th>
-      <td id="T_cf488_row5_col0" class="data row5 col0" >-4</td>
-      <td id="T_cf488_row5_col1" class="data row5 col1" >-11.4</td>
-      <td id="T_cf488_row5_col2" class="data row5 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27939&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 71</a></td>
+      <th id="T_b3c64_level2_row5" class="row_heading level2 row5" >71</th>
+      <td id="T_b3c64_row5_col0" class="data row5 col0" >-4</td>
+      <td id="T_b3c64_row5_col1" class="data row5 col1" >-11.4</td>
+      <td id="T_b3c64_row5_col2" class="data row5 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27939&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 71</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level2_row6" class="row_heading level2 row6" >72</th>
-      <td id="T_cf488_row6_col0" class="data row6 col0" >-3</td>
-      <td id="T_cf488_row6_col1" class="data row6 col1" >-7.7</td>
-      <td id="T_cf488_row6_col2" class="data row6 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27941&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 72</a></td>
+      <th id="T_b3c64_level2_row6" class="row_heading level2 row6" >72</th>
+      <td id="T_b3c64_row6_col0" class="data row6 col0" >-3</td>
+      <td id="T_b3c64_row6_col1" class="data row6 col1" >-7.7</td>
+      <td id="T_b3c64_row6_col2" class="data row6 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27941&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 72</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level2_row7" class="row_heading level2 row7" >73</th>
-      <td id="T_cf488_row7_col0" class="data row7 col0" >-2</td>
-      <td id="T_cf488_row7_col1" class="data row7 col1" >-2.4</td>
-      <td id="T_cf488_row7_col2" class="data row7 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27944&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 73</a></td>
+      <th id="T_b3c64_level2_row7" class="row_heading level2 row7" >73</th>
+      <td id="T_b3c64_row7_col0" class="data row7 col0" >-2</td>
+      <td id="T_b3c64_row7_col1" class="data row7 col1" >-2.4</td>
+      <td id="T_b3c64_row7_col2" class="data row7 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27944&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 73</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level2_row8" class="row_heading level2 row8" >74</th>
-      <td id="T_cf488_row8_col0" class="data row8 col0" >-1</td>
-      <td id="T_cf488_row8_col1" class="data row8 col1" >-1.5</td>
-      <td id="T_cf488_row8_col2" class="data row8 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27947&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 74</a></td>
+      <th id="T_b3c64_level2_row8" class="row_heading level2 row8" >74</th>
+      <td id="T_b3c64_row8_col0" class="data row8 col0" >-1</td>
+      <td id="T_b3c64_row8_col1" class="data row8 col1" >-1.5</td>
+      <td id="T_b3c64_row8_col2" class="data row8 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27947&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 74</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level2_row9" class="row_heading level2 row9" >76</th>
-      <td id="T_cf488_row9_col0" class="data row9 col0" >1</td>
-      <td id="T_cf488_row9_col1" class="data row9 col1" >1.3</td>
-      <td id="T_cf488_row9_col2" class="data row9 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27949&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 76</a></td>
+      <th id="T_b3c64_level2_row9" class="row_heading level2 row9" >76</th>
+      <td id="T_b3c64_row9_col0" class="data row9 col0" >1</td>
+      <td id="T_b3c64_row9_col1" class="data row9 col1" >1.3</td>
+      <td id="T_b3c64_row9_col2" class="data row9 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27949&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 76</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level2_row10" class="row_heading level2 row10" >77</th>
-      <td id="T_cf488_row10_col0" class="data row10 col0" >2</td>
-      <td id="T_cf488_row10_col1" class="data row10 col1" >2.2</td>
-      <td id="T_cf488_row10_col2" class="data row10 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27951&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 77</a></td>
+      <th id="T_b3c64_level2_row10" class="row_heading level2 row10" >77</th>
+      <td id="T_b3c64_row10_col0" class="data row10 col0" >2</td>
+      <td id="T_b3c64_row10_col1" class="data row10 col1" >2.2</td>
+      <td id="T_b3c64_row10_col2" class="data row10 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27951&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 77</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level2_row11" class="row_heading level2 row11" >78</th>
-      <td id="T_cf488_row11_col0" class="data row11 col0" >3</td>
-      <td id="T_cf488_row11_col1" class="data row11 col1" >3.7</td>
-      <td id="T_cf488_row11_col2" class="data row11 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27953&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 78</a></td>
+      <th id="T_b3c64_level2_row11" class="row_heading level2 row11" >78</th>
+      <td id="T_b3c64_row11_col0" class="data row11 col0" >3</td>
+      <td id="T_b3c64_row11_col1" class="data row11 col1" >3.7</td>
+      <td id="T_b3c64_row11_col2" class="data row11 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27953&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 78</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level2_row12" class="row_heading level2 row12" >79</th>
-      <td id="T_cf488_row12_col0" class="data row12 col0" >4</td>
-      <td id="T_cf488_row12_col1" class="data row12 col1" >7.1</td>
-      <td id="T_cf488_row12_col2" class="data row12 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27955&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 79</a></td>
+      <th id="T_b3c64_level2_row12" class="row_heading level2 row12" >79</th>
+      <td id="T_b3c64_row12_col0" class="data row12 col0" >4</td>
+      <td id="T_b3c64_row12_col1" class="data row12 col1" >7.1</td>
+      <td id="T_b3c64_row12_col2" class="data row12 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27955&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 79</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level2_row13" class="row_heading level2 row13" >80</th>
-      <td id="T_cf488_row13_col0" class="data row13 col0" >5</td>
-      <td id="T_cf488_row13_col1" class="data row13 col1" >91.7</td>
-      <td id="T_cf488_row13_col2" class="data row13 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27960&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 80</a></td>
+      <th id="T_b3c64_level2_row13" class="row_heading level2 row13" >80</th>
+      <td id="T_b3c64_row13_col0" class="data row13 col0" >5</td>
+      <td id="T_b3c64_row13_col1" class="data row13 col1" >91.7</td>
+      <td id="T_b3c64_row13_col2" class="data row13 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27960&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing minimum age for aged discount to 80</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level0_row14" class="row_heading level0 row14" rowspan="4">TV licence fee</th>
-      <th id="T_cf488_level1_row14" class="row_heading level1 row14" rowspan="4">£159</th>
-      <th id="T_cf488_level2_row14" class="row_heading level2 row14" >£157</th>
-      <td id="T_cf488_row14_col0" class="data row14 col0" >£-2</td>
-      <td id="T_cf488_row14_col1" class="data row14 col1" >-52.1</td>
-      <td id="T_cf488_row14_col2" class="data row14 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27089&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £157</a></td>
+      <th id="T_b3c64_level0_row14" class="row_heading level0 row14" rowspan="4">TV licence fee</th>
+      <th id="T_b3c64_level1_row14" class="row_heading level1 row14" rowspan="4">£159</th>
+      <th id="T_b3c64_level2_row14" class="row_heading level2 row14" >£157</th>
+      <td id="T_b3c64_row14_col0" class="data row14 col0" >£-2</td>
+      <td id="T_b3c64_row14_col1" class="data row14 col1" >-52.1</td>
+      <td id="T_b3c64_row14_col2" class="data row14 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27089&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £157</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level2_row15" class="row_heading level2 row15" >£158</th>
-      <td id="T_cf488_row15_col0" class="data row15 col0" >£-1</td>
-      <td id="T_cf488_row15_col1" class="data row15 col1" >-26.0</td>
-      <td id="T_cf488_row15_col2" class="data row15 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27087&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £158</a></td>
+      <th id="T_b3c64_level2_row15" class="row_heading level2 row15" >£158</th>
+      <td id="T_b3c64_row15_col0" class="data row15 col0" >£-1</td>
+      <td id="T_b3c64_row15_col1" class="data row15 col1" >-26.0</td>
+      <td id="T_b3c64_row15_col2" class="data row15 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=27087&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £158</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level2_row16" class="row_heading level2 row16" >£160</th>
-      <td id="T_cf488_row16_col0" class="data row16 col0" >£1</td>
-      <td id="T_cf488_row16_col1" class="data row16 col1" >26.0</td>
-      <td id="T_cf488_row16_col2" class="data row16 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=26981&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £160</a></td>
+      <th id="T_b3c64_level2_row16" class="row_heading level2 row16" >£160</th>
+      <td id="T_b3c64_row16_col0" class="data row16 col0" >£1</td>
+      <td id="T_b3c64_row16_col1" class="data row16 col1" >26.0</td>
+      <td id="T_b3c64_row16_col2" class="data row16 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=26981&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £160</a></td>
     </tr>
     <tr>
-      <th id="T_cf488_level2_row17" class="row_heading level2 row17" >£161</th>
-      <td id="T_cf488_row17_col0" class="data row17 col0" >£2</td>
-      <td id="T_cf488_row17_col1" class="data row17 col1" >52.1</td>
-      <td id="T_cf488_row17_col2" class="data row17 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=26983&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £161</a></td>
+      <th id="T_b3c64_level2_row17" class="row_heading level2 row17" >£161</th>
+      <td id="T_b3c64_row17_col0" class="data row17 col0" >£2</td>
+      <td id="T_b3c64_row17_col1" class="data row17 col1" >52.1</td>
+      <td id="T_b3c64_row17_col2" class="data row17 col2" ><a href="https://policyengine.org/uk/policy?focus=policyOutput.netIncome&reform=26983&region=uk&timePeriod=2023&baseline=1">Budgetary impact of changing licence fee to £161</a></td>
     </tr>
   </tbody>
 </table>
diff --git a/programs/gov/dwp/PIP.html b/programs/gov/dwp/PIP.html
index 8366563b8..53370e0f9 100644
--- a/programs/gov/dwp/PIP.html
+++ b/programs/gov/dwp/PIP.html
@@ -416,9 +416,9 @@ <h2>PIP Rate Changes<a class="headerlink" href="#pip-rate-changes" title="Permal
         });
         }
         </script>
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diff --git a/programs/gov/hmrc/child-benefit.html b/programs/gov/hmrc/child-benefit.html
index 0db086aaa..89e2c0271 100644
--- a/programs/gov/hmrc/child-benefit.html
+++ b/programs/gov/hmrc/child-benefit.html
@@ -279,13 +279,13 @@ <h2>Payment levels<a class="headerlink" href="#payment-levels" title="Permalink
 <div class="cell_output docutils container">
 <div class="output text_html"><style type="text/css">
 </style>
-<table id="T_00bf1">
+<table id="T_c5153">
   <thead>
     <tr>
       <th class="blank" >&nbsp;</th>
       <th class="blank level0" >&nbsp;</th>
-      <th id="T_00bf1_level0_col0" class="col_heading level0 col0" >Value</th>
-      <th id="T_00bf1_level0_col1" class="col_heading level0 col1" >Reference</th>
+      <th id="T_c5153_level0_col0" class="col_heading level0 col0" >Value</th>
+      <th id="T_c5153_level0_col1" class="col_heading level0 col1" >Reference</th>
     </tr>
     <tr>
       <th class="index_name level0" >Date</th>
@@ -296,136 +296,136 @@ <h2>Payment levels<a class="headerlink" href="#payment-levels" title="Permalink
   </thead>
   <tbody>
     <tr>
-      <th id="T_00bf1_level0_row0" class="row_heading level0 row0" rowspan="2">2007-04-09</th>
-      <th id="T_00bf1_level1_row0" class="row_heading level1 row0" >Eldest</th>
-      <td id="T_00bf1_row0_col0" class="data row0 col0" >£18.80</td>
-      <td id="T_00bf1_row0_col1" class="data row0 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c5153_level0_row0" class="row_heading level0 row0" rowspan="2">2007-04-09</th>
+      <th id="T_c5153_level1_row0" class="row_heading level1 row0" >Eldest</th>
+      <td id="T_c5153_row0_col0" class="data row0 col0" >£18.80</td>
+      <td id="T_c5153_row0_col1" class="data row0 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_00bf1_level1_row1" class="row_heading level1 row1" >Additional</th>
-      <td id="T_00bf1_row1_col0" class="data row1 col0" >£12.10</td>
-      <td id="T_00bf1_row1_col1" class="data row1 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c5153_level1_row1" class="row_heading level1 row1" >Additional</th>
+      <td id="T_c5153_row1_col0" class="data row1 col0" >£12.10</td>
+      <td id="T_c5153_row1_col1" class="data row1 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_00bf1_level0_row2" class="row_heading level0 row2" rowspan="2">2009-01-05</th>
-      <th id="T_00bf1_level1_row2" class="row_heading level1 row2" >Additional</th>
-      <td id="T_00bf1_row2_col0" class="data row2 col0" >£13.20</td>
-      <td id="T_00bf1_row2_col1" class="data row2 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c5153_level0_row2" class="row_heading level0 row2" rowspan="2">2009-01-05</th>
+      <th id="T_c5153_level1_row2" class="row_heading level1 row2" >Additional</th>
+      <td id="T_c5153_row2_col0" class="data row2 col0" >£13.20</td>
+      <td id="T_c5153_row2_col1" class="data row2 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_00bf1_level1_row3" class="row_heading level1 row3" >Eldest</th>
-      <td id="T_00bf1_row3_col0" class="data row3 col0" >£20.00</td>
-      <td id="T_00bf1_row3_col1" class="data row3 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c5153_level1_row3" class="row_heading level1 row3" >Eldest</th>
+      <td id="T_c5153_row3_col0" class="data row3 col0" >£20.00</td>
+      <td id="T_c5153_row3_col1" class="data row3 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_00bf1_level0_row4" class="row_heading level0 row4" rowspan="2">2010-04-12</th>
-      <th id="T_00bf1_level1_row4" class="row_heading level1 row4" >Eldest</th>
-      <td id="T_00bf1_row4_col0" class="data row4 col0" >£20.30</td>
-      <td id="T_00bf1_row4_col1" class="data row4 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c5153_level0_row4" class="row_heading level0 row4" rowspan="2">2010-04-12</th>
+      <th id="T_c5153_level1_row4" class="row_heading level1 row4" >Eldest</th>
+      <td id="T_c5153_row4_col0" class="data row4 col0" >£20.30</td>
+      <td id="T_c5153_row4_col1" class="data row4 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_00bf1_level1_row5" class="row_heading level1 row5" >Additional</th>
-      <td id="T_00bf1_row5_col0" class="data row5 col0" >£13.40</td>
-      <td id="T_00bf1_row5_col1" class="data row5 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c5153_level1_row5" class="row_heading level1 row5" >Additional</th>
+      <td id="T_c5153_row5_col0" class="data row5 col0" >£13.40</td>
+      <td id="T_c5153_row5_col1" class="data row5 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_00bf1_level0_row6" class="row_heading level0 row6" rowspan="2">2014-04-07</th>
-      <th id="T_00bf1_level1_row6" class="row_heading level1 row6" >Eldest</th>
-      <td id="T_00bf1_row6_col0" class="data row6 col0" >£20.50</td>
-      <td id="T_00bf1_row6_col1" class="data row6 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c5153_level0_row6" class="row_heading level0 row6" rowspan="2">2014-04-07</th>
+      <th id="T_c5153_level1_row6" class="row_heading level1 row6" >Eldest</th>
+      <td id="T_c5153_row6_col0" class="data row6 col0" >£20.50</td>
+      <td id="T_c5153_row6_col1" class="data row6 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_00bf1_level1_row7" class="row_heading level1 row7" >Additional</th>
-      <td id="T_00bf1_row7_col0" class="data row7 col0" >£13.55</td>
-      <td id="T_00bf1_row7_col1" class="data row7 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c5153_level1_row7" class="row_heading level1 row7" >Additional</th>
+      <td id="T_c5153_row7_col0" class="data row7 col0" >£13.55</td>
+      <td id="T_c5153_row7_col1" class="data row7 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_00bf1_level0_row8" class="row_heading level0 row8" rowspan="2">2015-04-06</th>
-      <th id="T_00bf1_level1_row8" class="row_heading level1 row8" >Eldest</th>
-      <td id="T_00bf1_row8_col0" class="data row8 col0" >£20.70</td>
-      <td id="T_00bf1_row8_col1" class="data row8 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c5153_level0_row8" class="row_heading level0 row8" rowspan="2">2015-04-06</th>
+      <th id="T_c5153_level1_row8" class="row_heading level1 row8" >Eldest</th>
+      <td id="T_c5153_row8_col0" class="data row8 col0" >£20.70</td>
+      <td id="T_c5153_row8_col1" class="data row8 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_00bf1_level1_row9" class="row_heading level1 row9" >Additional</th>
-      <td id="T_00bf1_row9_col0" class="data row9 col0" >£13.70</td>
-      <td id="T_00bf1_row9_col1" class="data row9 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c5153_level1_row9" class="row_heading level1 row9" >Additional</th>
+      <td id="T_c5153_row9_col0" class="data row9 col0" >£13.70</td>
+      <td id="T_c5153_row9_col1" class="data row9 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_00bf1_level0_row10" class="row_heading level0 row10" rowspan="2">2020-04-06</th>
-      <th id="T_00bf1_level1_row10" class="row_heading level1 row10" >Eldest</th>
-      <td id="T_00bf1_row10_col0" class="data row10 col0" >£21.05</td>
-      <td id="T_00bf1_row10_col1" class="data row10 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c5153_level0_row10" class="row_heading level0 row10" rowspan="2">2020-04-06</th>
+      <th id="T_c5153_level1_row10" class="row_heading level1 row10" >Eldest</th>
+      <td id="T_c5153_row10_col0" class="data row10 col0" >£21.05</td>
+      <td id="T_c5153_row10_col1" class="data row10 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
     </tr>
     <tr>
-      <th id="T_00bf1_level1_row11" class="row_heading level1 row11" >Additional</th>
-      <td id="T_00bf1_row11_col0" class="data row11 col0" >£13.95</td>
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+      <th id="T_c5153_level1_row11" class="row_heading level1 row11" >Additional</th>
+      <td id="T_c5153_row11_col0" class="data row11 col0" >£13.95</td>
+      <td id="T_c5153_row11_col1" class="data row11 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
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-      <th id="T_00bf1_level0_row12" class="row_heading level0 row12" rowspan="2">2021-04-12</th>
-      <th id="T_00bf1_level1_row12" class="row_heading level1 row12" >Additional</th>
-      <td id="T_00bf1_row12_col0" class="data row12 col0" >£14.00</td>
-      <td id="T_00bf1_row12_col1" class="data row12 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c5153_level0_row12" class="row_heading level0 row12" rowspan="2">2021-04-12</th>
+      <th id="T_c5153_level1_row12" class="row_heading level1 row12" >Additional</th>
+      <td id="T_c5153_row12_col0" class="data row12 col0" >£14.00</td>
+      <td id="T_c5153_row12_col1" class="data row12 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
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     <tr>
-      <th id="T_00bf1_level1_row13" class="row_heading level1 row13" >Eldest</th>
-      <td id="T_00bf1_row13_col0" class="data row13 col0" >£21.15</td>
-      <td id="T_00bf1_row13_col1" class="data row13 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c5153_level1_row13" class="row_heading level1 row13" >Eldest</th>
+      <td id="T_c5153_row13_col0" class="data row13 col0" >£21.15</td>
+      <td id="T_c5153_row13_col1" class="data row13 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
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     <tr>
-      <th id="T_00bf1_level0_row14" class="row_heading level0 row14" rowspan="2">2022-04-01</th>
-      <th id="T_00bf1_level1_row14" class="row_heading level1 row14" >Eldest</th>
-      <td id="T_00bf1_row14_col0" class="data row14 col0" >£21.80</td>
-      <td id="T_00bf1_row14_col1" class="data row14 col1" ></td>
+      <th id="T_c5153_level0_row14" class="row_heading level0 row14" rowspan="2">2022-04-01</th>
+      <th id="T_c5153_level1_row14" class="row_heading level1 row14" >Eldest</th>
+      <td id="T_c5153_row14_col0" class="data row14 col0" >£21.80</td>
+      <td id="T_c5153_row14_col1" class="data row14 col1" ></td>
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     <tr>
-      <th id="T_00bf1_level1_row15" class="row_heading level1 row15" >Additional</th>
-      <td id="T_00bf1_row15_col0" class="data row15 col0" >£14.45</td>
-      <td id="T_00bf1_row15_col1" class="data row15 col1" ></td>
+      <th id="T_c5153_level1_row15" class="row_heading level1 row15" >Additional</th>
+      <td id="T_c5153_row15_col0" class="data row15 col0" >£14.45</td>
+      <td id="T_c5153_row15_col1" class="data row15 col1" ></td>
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     <tr>
-      <th id="T_00bf1_level0_row16" class="row_heading level0 row16" rowspan="2">2023-04-01</th>
-      <th id="T_00bf1_level1_row16" class="row_heading level1 row16" >Eldest</th>
-      <td id="T_00bf1_row16_col0" class="data row16 col0" >£24.00</td>
-      <td id="T_00bf1_row16_col1" class="data row16 col1" ></td>
+      <th id="T_c5153_level0_row16" class="row_heading level0 row16" rowspan="2">2023-04-01</th>
+      <th id="T_c5153_level1_row16" class="row_heading level1 row16" >Eldest</th>
+      <td id="T_c5153_row16_col0" class="data row16 col0" >£24.00</td>
+      <td id="T_c5153_row16_col1" class="data row16 col1" ></td>
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     <tr>
-      <th id="T_00bf1_level1_row17" class="row_heading level1 row17" >Additional</th>
-      <td id="T_00bf1_row17_col0" class="data row17 col0" >£15.90</td>
-      <td id="T_00bf1_row17_col1" class="data row17 col1" ></td>
+      <th id="T_c5153_level1_row17" class="row_heading level1 row17" >Additional</th>
+      <td id="T_c5153_row17_col0" class="data row17 col0" >£15.90</td>
+      <td id="T_c5153_row17_col1" class="data row17 col1" ></td>
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-      <th id="T_00bf1_level0_row18" class="row_heading level0 row18" rowspan="2">2024-04-01</th>
-      <th id="T_00bf1_level1_row18" class="row_heading level1 row18" >Additional</th>
-      <td id="T_00bf1_row18_col0" class="data row18 col0" >£16.95</td>
-      <td id="T_00bf1_row18_col1" class="data row18 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c5153_level0_row18" class="row_heading level0 row18" rowspan="2">2024-04-01</th>
+      <th id="T_c5153_level1_row18" class="row_heading level1 row18" >Additional</th>
+      <td id="T_c5153_row18_col0" class="data row18 col0" >£16.95</td>
+      <td id="T_c5153_row18_col1" class="data row18 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
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     <tr>
-      <th id="T_00bf1_level1_row19" class="row_heading level1 row19" >Eldest</th>
-      <td id="T_00bf1_row19_col0" class="data row19 col0" >£25.60</td>
-      <td id="T_00bf1_row19_col1" class="data row19 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
+      <th id="T_c5153_level1_row19" class="row_heading level1 row19" >Eldest</th>
+      <td id="T_c5153_row19_col0" class="data row19 col0" >£25.60</td>
+      <td id="T_c5153_row19_col1" class="data row19 col1" ><a href="https://www.legislation.gov.uk/uksi/2021/156/regulation/5/made">The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)</a></td>
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     <tr>
-      <th id="T_00bf1_level0_row20" class="row_heading level0 row20" rowspan="2">2025-04-01</th>
-      <th id="T_00bf1_level1_row20" class="row_heading level1 row20" >Eldest</th>
-      <td id="T_00bf1_row20_col0" class="data row20 col0" >£25.74</td>
-      <td id="T_00bf1_row20_col1" class="data row20 col1" ></td>
+      <th id="T_c5153_level0_row20" class="row_heading level0 row20" rowspan="2">2025-04-01</th>
+      <th id="T_c5153_level1_row20" class="row_heading level1 row20" >Eldest</th>
+      <td id="T_c5153_row20_col0" class="data row20 col0" >£25.74</td>
+      <td id="T_c5153_row20_col1" class="data row20 col1" ></td>
     </tr>
     <tr>
-      <th id="T_00bf1_level1_row21" class="row_heading level1 row21" >Additional</th>
-      <td id="T_00bf1_row21_col0" class="data row21 col0" >£17.04</td>
-      <td id="T_00bf1_row21_col1" class="data row21 col1" ></td>
+      <th id="T_c5153_level1_row21" class="row_heading level1 row21" >Additional</th>
+      <td id="T_c5153_row21_col0" class="data row21 col0" >£17.04</td>
+      <td id="T_c5153_row21_col1" class="data row21 col1" ></td>
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-      <th id="T_00bf1_level0_row22" class="row_heading level0 row22" rowspan="2">2026-01-01</th>
-      <th id="T_00bf1_level1_row22" class="row_heading level1 row22" >Additional</th>
-      <td id="T_00bf1_row22_col0" class="data row22 col0" >£17.03</td>
-      <td id="T_00bf1_row22_col1" class="data row22 col1" ></td>
+      <th id="T_c5153_level0_row22" class="row_heading level0 row22" rowspan="2">2026-01-01</th>
+      <th id="T_c5153_level1_row22" class="row_heading level1 row22" >Additional</th>
+      <td id="T_c5153_row22_col0" class="data row22 col0" >£17.03</td>
+      <td id="T_c5153_row22_col1" class="data row22 col1" ></td>
     </tr>
     <tr>
-      <th id="T_00bf1_level1_row23" class="row_heading level1 row23" >Eldest</th>
-      <td id="T_00bf1_row23_col0" class="data row23 col0" >£25.72</td>
-      <td id="T_00bf1_row23_col1" class="data row23 col1" ></td>
+      <th id="T_c5153_level1_row23" class="row_heading level1 row23" >Eldest</th>
+      <td id="T_c5153_row23_col0" class="data row23 col0" >£25.72</td>
+      <td id="T_c5153_row23_col1" class="data row23 col1" ></td>
     </tr>
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diff --git a/programs/gov/hmrc/fuel-duty.html b/programs/gov/hmrc/fuel-duty.html
index 7e6b4e16f..9398a2d0d 100644
--- a/programs/gov/hmrc/fuel-duty.html
+++ b/programs/gov/hmrc/fuel-duty.html
@@ -437,9 +437,9 @@ <h2>Fuel Duty Rate<a class="headerlink" href="#fuel-duty-rate" title="Permalink
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index 9b0a1d806..1d4afc90e 100644
--- a/reports/model/validation.err.log
+++ b/reports/model/validation.err.log
@@ -273,7 +273,7 @@ fig
 
 ---------------------------------------------------------------------------
 ModuleNotFoundError                       Traceback (most recent call last)
-/tmp/ipykernel_2125/1965604937.py in <cell line: 103>()
+/tmp/ipykernel_2070/1965604937.py in <cell line: 103>()
     101 
     102 
 --> 103 from policyengine_uk.data.datasets.frs.calibration.loss import (
diff --git a/searchindex.js b/searchindex.js
index c91798732..d8c20beb9 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["examples/income-sources", "index", "model/validation", "programs/contrib/ubi-center/carbon-tax", "programs/gov/dcms/bbc/tv-licence", "programs/gov/dwp/PIP", "programs/gov/dwp/pension-credit", "programs/gov/dwp/universal-credit", "programs/gov/hmrc/child-benefit", "programs/gov/hmrc/fuel-duty", "programs/gov/hmrc/income-tax", "programs/gov/hmrc/national-insurance", "programs/gov/hmrc/stamp-duty", "programs/gov/ofgem/energy-price-guarantee", "programs/gov/revenue_scotland/land-and-buildings-transaction-tax", "programs/gov/wra/land-transaction-tax", "usage/getting-started"], "filenames": ["examples/income-sources.ipynb", "index.ipynb", "model/validation.ipynb", "programs/contrib/ubi-center/carbon-tax.ipynb", "programs/gov/dcms/bbc/tv-licence.ipynb", "programs/gov/dwp/PIP.ipynb", "programs/gov/dwp/pension-credit.ipynb", "programs/gov/dwp/universal-credit.ipynb", "programs/gov/hmrc/child-benefit.ipynb", "programs/gov/hmrc/fuel-duty.ipynb", "programs/gov/hmrc/income-tax.ipynb", "programs/gov/hmrc/national-insurance.ipynb", "programs/gov/hmrc/stamp-duty.ipynb", "programs/gov/ofgem/energy-price-guarantee.ipynb", "programs/gov/revenue_scotland/land-and-buildings-transaction-tax.ipynb", "programs/gov/wra/land-transaction-tax.ipynb", "usage/getting-started.ipynb"], "titles": ["Pensioner income sources", "PolicyEngine-UK", "Validation", "Carbon taxes", "TV Licence", "Personal Independence Payment (PIP)", "Pension Credit", "Universal Credit", "Child Benefit", "Fuel Duty", "Income Tax", "National Insurance", "Stamp Duty Land Tax", "Energy Price Cap", "Land and Buildings Transaction Tax", "Land Transaction Tax", "Getting started"], "terms": {"The": [0, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16], "chart": [0, 2, 5, 6, 7, 10, 11, 12, 13, 14, 15], "below": [0, 1, 2, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14, 15, 16], "figur": [0, 2, 10], "12": [0, 2, 6, 8, 9, 10, 12, 14, 15], "from": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 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"map_to": [0, 1, 2], "0": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 15, 16], "is_child": 0, "household_benefit": 0, "household_pens": 0, "pension_incom": 0, "household_investment_incom": 0, "capital_incom": 0, "household_earn": 0, "employment_incom": [0, 10, 16], "self_employment_incom": 0, "total_incom": 0, "household_market_incom": 0, "equivalised_incom": 0, "equiv_household_net_incom": 0, "household_count_peopl": 0, "peopl": [0, 1, 7, 10, 11, 12, 14, 16], "weight": 0, "valu": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16], "household_income_decil": 0, "decile_rank": 0, "income_source_decod": 0, "earn": [0, 3, 8, 10, 11], "invest": 0, "state": [0, 6, 11], "support": [0, 2, 5, 6, 7], "income_sourc": 0, "rang": [0, 2, 4, 8, 10, 11, 13], "1": [0, 1, 2, 3, 4, 8, 10, 11, 12, 13, 14, 15, 16], "11": [0, 4, 7, 10, 11, 14, 15], "in_decil": 0, "cumulative_incom": 0, "append": [0, 5, 6, 7, 10, 11, 12, 14, 15], "income_source_valu": 0, "sum": [0, 1, 2, 8, 13, 16], "add": [0, 14, 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\ No newline at end of file
diff --git a/usage/getting-started.html b/usage/getting-started.html
index da0b50473..7ab577679 100644
--- a/usage/getting-started.html
+++ b/usage/getting-started.html
@@ -403,6 +403,10 @@ <h3>Getting set up<a class="headerlink" href="#getting-set-up" title="Permalink
       <th>frs_2021</th>
       <th>FRS 2021-22</th>
     </tr>
+    <tr>
+      <th>frs_2022</th>
+      <th>FRS 2022-23</th>
+    </tr>
     <tr>
       <th>raw_frs_2021</th>
       <th>FRS 2021-22</th>