diff --git a/docs/tutorials/getting-started.ipynb b/docs/tutorials/getting-started.ipynb new file mode 100644 index 0000000..8f61f7f --- /dev/null +++ b/docs/tutorials/getting-started.ipynb @@ -0,0 +1,309 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "title: Getting started\n", + "description: A typical workflow with the package, creating a single table\n", + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this tutorial, we go over the typical sort of interaction a user will have\n", + "with the package: retrieving a table from the API.\n", + "\n", + "## Making a connection\n", + "\n", + "We begin by importing the `CensusAPI` class from the package and creating an\n", + "instance of it. This class is how we connect to the custom table creator API." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from census21api import CensusAPI\n", + "\n", + "api = CensusAPI()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Defining a query\n", + "\n", + "Now, to query a table, we need three parameters:\n", + "\n", + "- a population type (e.g. household reference persons, usual residents)\n", + "- an area type (e.g. local authorities, Senedd electoral regions)\n", + "- some dimensions (e.g. english proficiency, economic activity)\n", + "\n", + "Let's say we are interested in the relationship between binary sex and health\n", + "across the regions of England and Wales. Then our parameters are:\n", + "\n", + "- population type: usual residents in the UK\n", + "- area type: region\n", + "- dimensions: sex and health in general\n", + "\n", + "\n", + "## Retrieving a table\n", + "\n", + "With that information, we can use our `CensusAPI` instance to retrieve the\n", + "corresponding table from the API using its `query_table()` method:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
rgnsexhealth_in_generalcountpopulation_type
0North EastFemaleDoes not apply0UR
1North EastFemaleVery good health589597UR
2North EastFemaleGood health454204UR
3North EastFemaleFair health209830UR
4North EastFemaleBad health77783UR
..................
115WalesMaleVery good health722822UR
116WalesMaleGood health490429UR
117WalesMaleFair health210031UR
118WalesMaleBad health73638UR
119WalesMaleVery bad health24084UR
\n", + "

120 rows × 5 columns

\n", + "
" + ], + "text/plain": [ + " rgn sex health_in_general count population_type\n", + "0 North East Female Does not apply 0 UR\n", + "1 North East Female Very good health 589597 UR\n", + "2 North East Female Good health 454204 UR\n", + "3 North East Female Fair health 209830 UR\n", + "4 North East Female Bad health 77783 UR\n", + ".. ... ... ... ... ...\n", + "115 Wales Male Very good health 722822 UR\n", + "116 Wales Male Good health 490429 UR\n", + "117 Wales Male Fair health 210031 UR\n", + "118 Wales Male Bad health 73638 UR\n", + "119 Wales Male Very bad health 24084 UR\n", + "\n", + "[120 rows x 5 columns]" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "population_type = \"UR\"\n", + "area_type = \"rgn\"\n", + "dimensions = (\"sex\", \"health_in_general\")\n", + "\n", + "table = api.query_table(population_type, area_type, dimensions, use_id=False)\n", + "table" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualising your results\n", + "\n", + "You now have your table as a `pandas.DataFrame` object - you are free to store\n", + "or analyse it as you see fit. Excellent!\n", + "\n", + "As an example, let's make a faceted bar plot with our results." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": { + "image/png": { + "height": 639.625, + "width": 654.0749999999999 + } + }, + "output_type": "execute_result" + } + ], + "source": [ + "import seaborn.objects as so\n", + "from seaborn import axes_style\n", + "\n", + "\n", + "table[\"prop\"] = table[\"count\"] / table.groupby(\"rgn\")[\"count\"].transform(\"sum\")\n", + "table = table[table[\"health_in_general\"] != \"Does not apply\"]\n", + "\n", + "(\n", + " so.Plot(table, y=\"health_in_general\", x=\"prop\", color=\"sex\")\n", + " .facet(\"rgn\", wrap=2)\n", + " .add(so.Bar(), so.Dodge())\n", + " .label(x=\"Proportion of population\", y=\"\", color=str.title)\n", + " .theme(axes_style(\"ticks\"))\n", + " .layout(size=(7, 8), engine=\"tight\")\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "centhesus", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/tutorials/index.qmd b/docs/tutorials/index.qmd new file mode 100644 index 0000000..3f8ba74 --- /dev/null +++ b/docs/tutorials/index.qmd @@ -0,0 +1,16 @@ +--- +title: Tutorials +listing: + type: table + contents: + - installation.qmd + - getting-started.ipynb + - "*.ipynb" + fields: [title, description] + sort: false +--- + +In these tutorials, we walk through how to install the package and perform some +basic workflows to interact with Census data. + +
diff --git a/docs/tutorials/installation.qmd b/docs/tutorials/installation.qmd new file mode 100644 index 0000000..787822d --- /dev/null +++ b/docs/tutorials/installation.qmd @@ -0,0 +1,40 @@ +--- +title: Installing the package +description: > + Instructions for the various ways you can install the `census21api` package +--- + +Currently, the `census21api` package is only installable through GitHub. We +also require Python 3.8 or higher. + +## Installing from GitHub via `pip` + +To install from GitHub via `pip`, use the following command: + +```bash +$ python -m pip install census21api@git+https://github.com/datasciencecampus/census21api +``` + +## Installing from source + +If you would prefer to install directly from source, use the following +commands: + +```bash +$ git clone https://github.com/datasciencecampus/census21api.git +$ cd census21api +$ python -m pip install . +``` + +## Installing to contribute + +If you intend on doing any sort of development on `census21api` - like writing documentation or implementing a new feature - it is highly recommended to +install from source _as editable_ and _with the development dependencies_. + +To do so, make a fork of the repository and then run the following: + +```bash +$ git clone https://github.com//census21api.git +$ cd census21api +$ python -m pip install -e ".[dev]" +```