From 10944cd5fb05b63d9ea81f762527ffbcafa257fb Mon Sep 17 00:00:00 2001 From: Nikhil Woodruff <35577657+nikhilwoodruff@users.noreply.github.com> Date: Thu, 14 Sep 2023 14:22:12 +0100 Subject: [PATCH 1/4] Update PolicyEngine UK --- changelog_entry.yaml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/changelog_entry.yaml b/changelog_entry.yaml index 37daeef19..0aca3e232 100644 --- a/changelog_entry.yaml +++ b/changelog_entry.yaml @@ -1,4 +1,4 @@ - bump: minor - changes: - added: - - Update National Insurance documentation + changes: + added: + - Update National Insurance documentation From 740c16c4981f7f4fa0f5e0060e9bde2ea535a952 Mon Sep 17 00:00:00 2001 From: Nikhil Woodruff <35577657+nikhilwoodruff@users.noreply.github.com> Date: Thu, 14 Sep 2023 14:44:46 +0100 Subject: [PATCH 2/4] Add example to documentation --- docs/book/_config.yml | 2 + docs/book/_static/style.css | 9 + docs/book/_toc.yml | 3 + docs/book/examples/income-sources.ipynb | 1257 ++++++++++++++++ docs/book/examples/income_sources_hbai.png | Bin 0 -> 216102 bytes docs/book/logo.png | Bin 0 -> 10188 bytes docs/book/model/validation.ipynb | 2 +- .../programs/gov/hmrc/child-benefit.ipynb | 1278 +---------------- 8 files changed, 1332 insertions(+), 1219 deletions(-) create mode 100644 docs/book/_static/style.css create mode 100644 docs/book/examples/income-sources.ipynb create mode 100644 docs/book/examples/income_sources_hbai.png create mode 100644 docs/book/logo.png diff --git a/docs/book/_config.yml b/docs/book/_config.yml index ac0fc418f..e5eae1eb2 100644 --- a/docs/book/_config.yml +++ b/docs/book/_config.yml @@ -16,6 +16,8 @@ sphinx: - https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js html_theme: furo pygments_style: default + html_css_files: + - style.css extra_extensions: - "sphinx.ext.autodoc" - "sphinxarg.ext" diff --git a/docs/book/_static/style.css b/docs/book/_static/style.css new file mode 100644 index 000000000..2a7a0ae4c --- /dev/null +++ b/docs/book/_static/style.css @@ -0,0 +1,9 @@ +@import url('https://fonts.googleapis.com/css2?family=Roboto+Serif:opsz@8..144&family=Roboto:wght@300&display=swap'); + +h1, h2, h3, h4, h5, h6 { + font-family: "Roboto"; +} + +body { + font-family: "Roboto Serif"; +} \ No newline at end of file diff --git a/docs/book/_toc.yml b/docs/book/_toc.yml index 101ee4ffb..aa079c072 100644 --- a/docs/book/_toc.yml +++ b/docs/book/_toc.yml @@ -16,3 +16,6 @@ parts: - caption: Using the model chapters: - file: usage/getting-started + - caption: Examples + chapters: + - file: examples/income-sources diff --git a/docs/book/examples/income-sources.ipynb b/docs/book/examples/income-sources.ipynb new file mode 100644 index 000000000..335a94e33 --- /dev/null +++ b/docs/book/examples/income-sources.ipynb @@ -0,0 +1,1257 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Pensioner income sources\n", + "\n", + "The chart below (Figure 12 from the [2022 HBAI publication](https://www.gov.uk/government/statistics/households-below-average-income-for-financial-years-ending-1995-to-2022/households-below-average-income-an-analysis-of-the-uk-income-distribution-fye-1995-to-fye-2022)) shows the distribution of income for each decile for pensioner households. We can reproduce this figure from PolicyEngine using the code below.\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "alignmentgroup": "True", + "hovertemplate": "Income source=Earnings
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{ + "anchor": "y", + "domain": [ + 0, + 1 + ], + "tickvals": [ + 1, + 2, + 3, + 4, + 5, + 6, + 7, + 8, + 9, + 10 + ], + "title": { + "text": "Income decile" + } + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0, + 1 + ], + "tickformat": ".0%", + "tickvals": [ + 0, + 0.1, + 0.2, + 0.3, + 0.4, + 0.5, + 0.6, + 0.7, + 0.8, + 0.9, + 1 + ], + "title": { + "text": "Percentage of income" + } + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from policyengine_uk import Microsimulation\n", + "import pandas as pd\n", + "\n", + "sim = Microsimulation()\n", + "\n", + "is_pensioner_household = (sim.calculate(\"is_SP_age\", map_to=\"household\") > 0) * (sim.calculate(\"is_child\", map_to=\"household\") == 0)\n", + "household_benefits = sim.calculate(\"household_benefits\")\n", + "household_pensions = sim.calculate(\"pension_income\", map_to=\"household\")\n", + "household_investment_income = sim.calculate(\"capital_income\", map_to=\"household\")\n", + "household_earnings = sim.calculate(\"employment_income\", map_to=\"household\") + sim.calculate(\"self_employment_income\", map_to=\"household\")\n", + "total_income = sim.calculate(\"household_market_income\") + household_benefits\n", + "\n", + "equivalised_income = sim.calculate(\"equiv_household_net_income\")[is_pensioner_household]\n", + "household_count_people = sim.calculate(\"people\", map_to=\"household\")[is_pensioner_household]\n", + "equivalised_income.weights *= household_count_people.values\n", + "household_income_decile = equivalised_income.decile_rank()\n", + "\n", + "income_source_decodes = {\n", + " \"Earnings\": household_earnings,\n", + " \"Pensions\": household_pensions,\n", + " \"Investment\": household_investment_income,\n", + " \"State support\": household_benefits,\n", + "}\n", + "\n", + "deciles = []\n", + "values = []\n", + "income_sources = []\n", + "\n", + "for decile in range(1, 11):\n", + " in_decile = household_income_decile == decile\n", + " cumulative_income = 0\n", + " for income_source in income_source_decodes:\n", + " deciles.append(decile)\n", + " income_sources.append(income_source)\n", + " income_source_values = income_source_decodes[income_source]\n", + " values.append(\n", + " income_source_values[is_pensioner_household][in_decile].sum() / total_income[is_pensioner_household][in_decile].sum()\n", + " )\n", + " cumulative_income += income_source_values[is_pensioner_household][in_decile].sum()\n", + " # Add 'other income'\n", + " deciles.append(decile)\n", + " income_sources.append(\"Other\")\n", + " values.append(1 - cumulative_income / total_income[is_pensioner_household][in_decile].sum())\n", + "\n", + "df = pd.DataFrame({\n", + " \"Decile\": deciles,\n", + " \"Income source\": income_sources,\n", + " \"Value\": values,\n", + "})\n", + "\n", + "# Order by state support, other income, pensions, investment, earnings\n", + "df[\"Income source\"] = pd.Categorical(df[\"Income source\"], [\"State support\", \"Other\", \"Pensions\", \"Investment\", \"Earnings\"])\n", + "df = df.sort_values([\"Decile\", \"Income source\"], ascending=[True, False])\n", + "\n", + "import plotly.express as px\n", + "from policyengine_core.charts import format_fig\n", + "\n", + "fig = px.bar(\n", + " df,\n", + " x=\"Decile\",\n", + " y=\"Value\",\n", + " color=\"Income source\",\n", + ").update_layout(\n", + " height=600,\n", + " width=800,\n", + " # No bar gap\n", + " bargap=0,\n", + " yaxis=dict(\n", + " tickformat=\".0%\",\n", + " title=\"Percentage of income\",\n", + " tickvals=[0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, .7, .8, .9, 1],\n", + " ),\n", + " xaxis=dict(\n", + " title=\"Income decile\",\n", + " tickvals=list(range(1, 11)),\n", + " ),\n", + ")\n", + "\n", + "fig = format_fig(fig).update_layout(\n", + " title=\"Sources of income for pensioner households\",\n", + ")\n", + "fig\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "base", + "language": "python", + "name": "python3" + }, + "language_info": 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PolicyEngine-UK Aggregate (£m)Official Estimate (£m)Official Estimate TypeUKMOD Aggregate (£m)Absolute Error (£m)Relative Error (%)
Year
20221061911081Outturn11432462-4.2
20231104511116Outturn1162171-0.6
20241106410981Forecast11573-830.8
20251110911213Forecast11668104-0.9
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"gridcolor": "#DFE8F3", - "gridwidth": 2, - "linecolor": "#EBF0F8", - "showbackground": true, - "ticks": "", - "zerolinecolor": "#EBF0F8" - }, - "zaxis": { - "backgroundcolor": "white", - "gridcolor": "#DFE8F3", - "gridwidth": 2, - "linecolor": "#EBF0F8", - "showbackground": true, - "ticks": "", - "zerolinecolor": "#EBF0F8" - } - }, - "shapedefaults": { - "line": { - "color": "#2a3f5f" - } - }, - "ternary": { - "aaxis": { - "gridcolor": "#DFE8F3", - "linecolor": "#A2B1C6", - "ticks": "" - }, - "baxis": { - "gridcolor": "#DFE8F3", - "linecolor": "#A2B1C6", - "ticks": "" - }, - "bgcolor": "white", - "caxis": { - "gridcolor": "#DFE8F3", - "linecolor": "#A2B1C6", - "ticks": "" - } - }, - "title": { - "x": 0.05 - }, - "xaxis": { - "automargin": true, - "gridcolor": "#EBF0F8", - "linecolor": "#EBF0F8", - "ticks": "", - "title": { - "standoff": 15 - }, - "zerolinecolor": "#EBF0F8", - "zerolinewidth": 2 - }, - "yaxis": { - "automargin": true, - "gridcolor": "#EBF0F8", - "linecolor": "#EBF0F8", - "ticks": "", - "title": { - "standoff": 15 - }, - "zerolinecolor": "#EBF0F8", - "zerolinewidth": 2 - } - } - }, - "title": { - "text": "Child Benefit aggregate spending" - }, - "xaxis": { - "anchor": "y", - "domain": [ - 0, - 1 - ], - "tickvals": [ - 2022, - 2023, - 2024, - 2025 - ], - "title": { - "text": "Year" - } - }, - "yaxis": { - "anchor": "x", - "domain": [ - 0, - 1 - ], - "range": [ - 0, - 15000 - ], - "title": { - "text": "Spending (£m)" - } - } - } - } - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import plotly.express as px\n", - "\n", - "px.line(\n", - " aggregates,\n", - " x=\"Year\",\n", - " y=[\n", - " \"PolicyEngine-UK Aggregate (£m)\",\n", - " \"Official Estimate (£m)\",\n", - " \"UKMOD Aggregate (£m)\",\n", - " ],\n", - ").update_layout(\n", - " template=\"plotly_white\",\n", - " title=\"Child Benefit aggregate spending\",\n", - " xaxis_tickvals=list(range(2022, 2026)),\n", - " yaxis_title=\"Spending (£m)\",\n", - " legend_title=\"\",\n", - " yaxis_range=(0, 15_000),\n", - ")" - ] } ], "metadata": { From efb10437ad06f501d3d9841b4e0ab4f0bdfe3a5f Mon Sep 17 00:00:00 2001 From: Nikhil Woodruff <35577657+nikhilwoodruff@users.noreply.github.com> Date: Thu, 14 Sep 2023 14:45:22 +0100 Subject: [PATCH 3/4] Versioning --- changelog_entry.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/changelog_entry.yaml b/changelog_entry.yaml index 0aca3e232..5355683f0 100644 --- a/changelog_entry.yaml +++ b/changelog_entry.yaml @@ -1,4 +1,4 @@ -- bump: minor +- bump: patch changes: added: - - Update National Insurance documentation + - Documentation example. From c9d4a2a6a1911faa9135c8fe37df4f0458b103a8 Mon Sep 17 00:00:00 2001 From: "Github Actions[bot]" Date: Thu, 14 Sep 2023 13:53:48 +0000 Subject: [PATCH 4/4] Update PolicyEngine UK --- CHANGELOG.md | 7 +++++++ changelog.yaml | 5 +++++ changelog_entry.yaml | 4 ---- setup.py | 2 +- 4 files changed, 13 insertions(+), 5 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 2bf3085df..3c703d7b4 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -5,6 +5,12 @@ All notable changes to this project will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). +## [0.55.3] - 2023-09-14 13:53:16 + +### Added + +- Documentation example. + ## [0.55.2] - 2023-08-24 14:59:45 ### Added @@ -1007,6 +1013,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 +[0.55.3]: https://github.com/PolicyEngine/openfisca-uk/compare/0.55.2...0.55.3 [0.55.2]: https://github.com/PolicyEngine/openfisca-uk/compare/0.55.1...0.55.2 [0.55.1]: https://github.com/PolicyEngine/openfisca-uk/compare/0.55.0...0.55.1 [0.55.0]: https://github.com/PolicyEngine/openfisca-uk/compare/0.54.0...0.55.0 diff --git a/changelog.yaml b/changelog.yaml index 2a2ac599f..2006e5c89 100644 --- a/changelog.yaml +++ b/changelog.yaml @@ -836,3 +836,8 @@ added: - Documentation for fuel duty. date: 2023-08-24 14:59:45 +- bump: patch + changes: + added: + - Documentation example. + date: 2023-09-14 13:53:16 diff --git a/changelog_entry.yaml b/changelog_entry.yaml index 5355683f0..e69de29bb 100644 --- a/changelog_entry.yaml +++ b/changelog_entry.yaml @@ -1,4 +0,0 @@ -- bump: patch - changes: - added: - - Documentation example. diff --git a/setup.py b/setup.py index 550cb11dc..85a85668c 100644 --- a/setup.py +++ b/setup.py @@ -4,7 +4,7 @@ setup( name="PolicyEngine-UK", - version="0.55.2", + version="0.55.3", author="PolicyEngine", author_email="nikhil@policyengine.org", classifiers=[

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a/docs/book/programs/gov/hmrc/child-benefit.ipynb b/docs/book/programs/gov/hmrc/child-benefit.ipynb index d6e0b41e4..a6cb1c291 100644 --- a/docs/book/programs/gov/hmrc/child-benefit.ipynb +++ b/docs/book/programs/gov/hmrc/child-benefit.ipynb @@ -35,13 +35,13 @@ "text/html": [ "\n", - "\n", + "
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  ValueReferenceValueReference
Date
2007-04-09Eldest£18.80The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)2007-04-09Eldest£18.80The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)
Additional£12.10The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)Additional£12.10The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)
2009-01-05Eldest£20.00The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)2009-01-05Eldest£20.00The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)
Additional£13.20The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)Additional£13.20The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)
2010-04-12Eldest£20.30The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)2010-04-12Eldest£20.30The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)
Additional£13.40The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)Additional£13.40The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)
2014-04-07Eldest£20.50The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)2014-04-07Eldest£20.50The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)
Additional£13.55The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)Additional£13.55The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)
2015-04-06Eldest£20.70The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)2015-04-06Eldest£20.70The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)
Additional£13.70The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)Additional£13.70The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)
2020-04-06Eldest£21.05The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)2020-04-06Eldest£21.05The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)
Additional£13.95The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)Additional£13.95The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)
2021-04-12Eldest£21.15The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)2021-04-12Eldest£21.15The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)
Additional£14.00The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)Additional£14.00The Tax Credits, Child Benefit and Guardian’s Allowance Up-rating Regulations 2021(5)(b)
2022-04-01Eldest£21.802022-04-01Eldest£21.80
Additional£14.45Additional£14.45
\n" ], "text/plain": [ - "" + "" ] }, "execution_count": 1, @@ -318,1164 +318,6 @@ "\n", "PolicyEngine-UK simulates Child Benefit as described for each family in the survey microdata, preserving reported takeup. Child Benefit has a relatively high take-up rate compared to other benefits, most recently estimated at 92%. We use the central estimates from 2006 through 2018, provided by HMRC [Child Benefit Statistics: Annual Release, August 2020 Main Commentary | Table 3.1](https://www.gov.uk/government/statistics/child-benefit-statistics-annual-release-august-2020/child-benefit-statistics-annual-release-august-2020-main-commentary), which are calculated from microsimulation and administrative data held by HMRC." ] - }, - { - "cell_type": "markdown", - "id": "f559b572-1391-4ff3-8e9f-6e325475b5d2", - "metadata": {}, - "source": [ - "## Validation\n", - "\n", - "PolicyEngine-UK matches administrative statistics closely, due to the simplicity of the calculations. The Department for Work and Pensions publishes benefit expenditure and caseload tables every year: below, we use the [2021 release](https://www.gov.uk/government/publications/benefit-expenditure-and-caseload-tables-2021) (the latest at the time of writing) release to compare against PolicyEngine-UK. The table and graph below also show the aggregate spending estimated by UKMOD, as per the latest [country report](https://www.iser.essex.ac.uk/research/publications/working-papers/cempa/cempa7-20.pdf#page=129).\n", - "\n", - "The administrative spending figures include Guardian's Allowance, whereas PolicyEngine-UK and UKMOD do not. Between 2018 and 2021, the DWP replaced previous forecasts with outturn data, revising the forecast aggregate spending for 2018, 2019 and 2020 down by £119m, £250m and £455m, respectively." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "1e21a169-e0fa-4374-9cba-f36062cf0eaa", - "metadata": { - "tags": [ - "hide-input" - ] - }, - "outputs": [ - { - "data": { - "text/html": [ - "